Overview

Brought to you by YData

Dataset statistics

Number of variables	45
Number of observations	10000
Missing cells	47584
Missing cells (%)	10.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.4 MiB
Average record size in memory	360.0 B

Variable types

Text	6
Categorical	16
Boolean	7
Numeric	13
Unsupported	3

Alerts

`Occupancy` has 3282 (32.8%) missing values	Missing
`Flood` has 3409 (34.1%) missing values	Missing
`Highway` has 3398 (34.0%) missing values	Missing
`Train` has 3331 (33.3%) missing values	Missing
`HTW` has 3401 (34.0%) missing values	Missing
`Pool` has 3415 (34.2%) missing values	Missing
`Commercial` has 3284 (32.8%) missing values	Missing
`Water` has 3303 (33.0%) missing values	Missing
`Sewage` has 3252 (32.5%) missing values	Missing
`Parking` has 2489 (24.9%) missing values	Missing
`BasementYesNo` has 3365 (33.7%) missing values	Missing
`Layout` has 2554 (25.5%) missing values	Missing
`Rent_Restricted` has 3299 (33.0%) missing values	Missing
`Selling_Reason` has 2489 (24.9%) missing values	Missing
`Seller_Retained_Broker` has 3313 (33.1%) missing values	Missing
`Property_Title` has unique values	Unique
`Address` has unique values	Unique
`Street_Address` has unique values	Unique
`Longitude` has unique values	Unique
`Valuation` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`HOA` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Rehab` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2025-07-17 13:04:20.399951
Analysis finished	2025-07-17 13:05:13.293400
Duration	52.89 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

Property_Title
Text

Unique

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	64
Median length	56
Mean length	46.4421
Min length	32

Characters and Unicode

Total characters	464421
Distinct characters	65
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10000 ?
Unique (%)	100.0%

Sample

1st row	875 Davis Overpass Suite 394, South Kathrynside, CO 35116
2nd row	1159 Johnson Pass Apt. 567, South Jamesfurt, MN 60391
3rd row	9082 Anna Villages Apt. 511, Port Juanshire, VI 22393
4th row	86578 Lawson Park Suite 865, South Brianfurt, DC 90366
5th row	309 Roy Brook Apt. 282, Lake Scott, FL 84478

Value	Count	Frequency (%)
suite	2500	3.3%
apt	2443	3.3%
port	790	1.1%
lake	772	1.0%
north	731	1.0%
west	728	1.0%
new	723	1.0%
south	720	1.0%
east	718	1.0%
ct	202	0.3%
Other values (23027)	64609	86.2%

Most occurring characters

Value	Count	Frequency (%)
	64936	14.0%
e	25678	5.5%
a	20473	4.4%
,	20000	4.3%
t	19387	4.2%
r	18507	4.0%
i	15882	3.4%
o	15319	3.3%
n	14986	3.2%
s	13051	2.8%
Other values (55)	236202	50.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	212273	45.7%
Decimal Number	104776	22.6%
Space Separator	64936	14.0%
Uppercase Letter	59993	12.9%
Other Punctuation	22443	4.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	25678	12.1%
a	20473	9.6%
t	19387	9.1%
r	18507	8.7%
i	15882	7.5%
o	15319	7.2%
n	14986	7.1%
s	13051	6.1%
l	11012	5.2%
h	9716	4.6%
Other values (16)	48262	22.7%

Uppercase Letter

Value	Count	Frequency (%)
S	6721	11.2%
A	6158	10.3%
M	4811	8.0%
N	3670	6.1%
C	3645	6.1%
P	3097	5.2%
L	2858	4.8%
R	2800	4.7%
W	2748	4.6%
J	2525	4.2%
Other values (16)	20960	34.9%

Decimal Number

Value	Count	Frequency (%)
1	10723	10.2%
8	10534	10.1%
7	10516	10.0%
5	10497	10.0%
2	10463	10.0%
3	10459	10.0%
9	10443	10.0%
4	10436	10.0%
6	10419	9.9%
0	10286	9.8%

Other Punctuation

Value	Count	Frequency (%)
,	20000	89.1%
.	2443	10.9%

Space Separator

Value	Count	Frequency (%)
	64936	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	272266	58.6%
Common	192155	41.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	25678	9.4%
a	20473	7.5%
t	19387	7.1%
r	18507	6.8%
i	15882	5.8%
o	15319	5.6%
n	14986	5.5%
s	13051	4.8%
l	11012	4.0%
h	9716	3.6%
Other values (42)	108255	39.8%

Common

Value	Count	Frequency (%)
	64936	33.8%
,	20000	10.4%
1	10723	5.6%
8	10534	5.5%
7	10516	5.5%
5	10497	5.5%
2	10463	5.4%
3	10459	5.4%
9	10443	5.4%
4	10436	5.4%
Other values (3)	23148	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	464421	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	64936	14.0%
e	25678	5.5%
a	20473	4.4%
,	20000	4.3%
t	19387	4.2%
r	18507	4.0%
i	15882	3.4%
o	15319	3.3%
n	14986	3.2%
s	13051	2.8%
Other values (55)	236202	50.9%

Address
Text

Unique

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	64
Median length	56
Mean length	46.4421
Min length	32

Characters and Unicode

Total characters	464421
Distinct characters	65
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10000 ?
Unique (%)	100.0%

Sample

1st row	875 Davis Overpass Suite 394, South Kathrynside, CO 35116
2nd row	1159 Johnson Pass Apt. 567, South Jamesfurt, MN 60391
3rd row	9082 Anna Villages Apt. 511, Port Juanshire, VI 22393
4th row	86578 Lawson Park Suite 865, South Brianfurt, DC 90366
5th row	309 Roy Brook Apt. 282, Lake Scott, FL 84478

Value	Count	Frequency (%)
suite	2500	3.3%
apt	2443	3.3%
port	790	1.1%
lake	772	1.0%
north	731	1.0%
west	728	1.0%
new	723	1.0%
south	720	1.0%
east	718	1.0%
ct	202	0.3%
Other values (23027)	64609	86.2%

Most occurring characters

Value	Count	Frequency (%)
	64936	14.0%
e	25678	5.5%
a	20473	4.4%
,	20000	4.3%
t	19387	4.2%
r	18507	4.0%
i	15882	3.4%
o	15319	3.3%
n	14986	3.2%
s	13051	2.8%
Other values (55)	236202	50.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	212273	45.7%
Decimal Number	104776	22.6%
Space Separator	64936	14.0%
Uppercase Letter	59993	12.9%
Other Punctuation	22443	4.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	25678	12.1%
a	20473	9.6%
t	19387	9.1%
r	18507	8.7%
i	15882	7.5%
o	15319	7.2%
n	14986	7.1%
s	13051	6.1%
l	11012	5.2%
h	9716	4.6%
Other values (16)	48262	22.7%

Uppercase Letter

Value	Count	Frequency (%)
S	6721	11.2%
A	6158	10.3%
M	4811	8.0%
N	3670	6.1%
C	3645	6.1%
P	3097	5.2%
L	2858	4.8%
R	2800	4.7%
W	2748	4.6%
J	2525	4.2%
Other values (16)	20960	34.9%

Decimal Number

Value	Count	Frequency (%)
1	10723	10.2%
8	10534	10.1%
7	10516	10.0%
5	10497	10.0%
2	10463	10.0%
3	10459	10.0%
9	10443	10.0%
4	10436	10.0%
6	10419	9.9%
0	10286	9.8%

Other Punctuation

Value	Count	Frequency (%)
,	20000	89.1%
.	2443	10.9%

Space Separator

Value	Count	Frequency (%)
	64936	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	272266	58.6%
Common	192155	41.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	25678	9.4%
a	20473	7.5%
t	19387	7.1%
r	18507	6.8%
i	15882	5.8%
o	15319	5.6%
n	14986	5.5%
s	13051	4.8%
l	11012	4.0%
h	9716	3.6%
Other values (42)	108255	39.8%

Common

Value	Count	Frequency (%)
	64936	33.8%
,	20000	10.4%
1	10723	5.6%
8	10534	5.5%
7	10516	5.5%
5	10497	5.5%
2	10463	5.4%
3	10459	5.4%
9	10443	5.4%
4	10436	5.4%
Other values (3)	23148	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	464421	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	64936	14.0%
e	25678	5.5%
a	20473	4.4%
,	20000	4.3%
t	19387	4.2%
r	18507	4.0%
i	15882	3.4%
o	15319	3.3%
n	14986	3.2%
s	13051	2.8%
Other values (55)	236202	50.9%

Reviewed_Status
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Closed	1059
Neww	1040
New	1009
Cancelled	1004
Accepted Offer	1003
Other values (5)	4885

Length

Max length	14
Median length	8
Mean length	6.309
Min length	1

Characters and Unicode

Total characters	63090
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row	Reviewed
3rd row	Null
4th row	Closed
5th row	Closed

Common Values

Value	Count	Frequency (%)
Closed	1059	10.6%
Neww	1040	10.4%
New	1009	10.1%
Cancelled	1004	10.0%
Accepted Offer	1003	10.0%
	996	10.0%
Reviewed	995	10.0%
Offered	980	9.8%
Closed	970	9.7%
Null	944	9.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
closed	2029	20.3%
neww	1040	10.4%
new	1009	10.1%
cancelled	1004	10.0%
accepted	1003	10.0%
offer	1003	10.0%
reviewed	995	9.9%
offered	980	9.8%
null	944	9.4%

Most occurring characters

Value	Count	Frequency (%)
e	14040	22.3%
d	6011	9.5%
l	5925	9.4%
w	4084	6.5%
f	3966	6.3%
	3058	4.8%
C	3033	4.8%
c	3010	4.8%
N	2993	4.7%
o	2029	3.2%
Other values (12)	14941	23.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	50025	79.3%
Uppercase Letter	10007	15.9%
Space Separator	3058	4.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	14040	28.1%
d	6011	12.0%
l	5925	11.8%
w	4084	8.2%
f	3966	7.9%
c	3010	6.0%
o	2029	4.1%
s	2029	4.1%
r	1983	4.0%
a	1004	2.0%
Other values (6)	5944	11.9%

Uppercase Letter

Value	Count	Frequency (%)
C	3033	30.3%
N	2993	29.9%
O	1983	19.8%
A	1003	10.0%
R	995	9.9%

Space Separator

Value	Count	Frequency (%)
	3058	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60032	95.2%
Common	3058	4.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	14040	23.4%
d	6011	10.0%
l	5925	9.9%
w	4084	6.8%
f	3966	6.6%
C	3033	5.1%
c	3010	5.0%
N	2993	5.0%
o	2029	3.4%
s	2029	3.4%
Other values (11)	12912	21.5%

Common

Value	Count	Frequency (%)
	3058	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	63090	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	14040	22.3%
d	6011	9.5%
l	5925	9.4%
w	4084	6.5%
f	3966	6.3%
	3058	4.8%
C	3033	4.8%
c	3010	4.8%
N	2993	4.7%
o	2029	3.2%
Other values (12)	14941	23.7%

Most_Recent_Status
Categorical

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Null	888
Pending	867
Pend	861
Cancel	840
Always Kick	839
Other values (7)	5705

Length

Max length	11
Median length	7
Mean length	6.0711
Min length	1

Characters and Unicode

Total characters	60711
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Closed
2nd row	Cancelled
3rd row	Null
4th row	Cancelled
5th row	Cancelled

Common Values

Value	Count	Frequency (%)
Null	888	8.9%
Pending	867	8.7%
Pend	861	8.6%
Cancel	840	8.4%
Always Kick	839	8.4%
	833	8.3%
Available	831	8.3%
Close	829	8.3%
Closed	826	8.3%
Cancelled	810	8.1%
Other values (2)	1576	15.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
kick	1625	16.2%
close	1619	16.2%
null	888	8.9%
pending	867	8.7%
pend	861	8.6%
cancel	840	8.4%
always	839	8.4%
available	831	8.3%
closed	826	8.3%
cancelled	810	8.1%

Most occurring characters

Value	Count	Frequency (%)
l	9182	15.1%
e	7464	12.3%
n	4245	7.0%
a	4151	6.8%
C	4095	6.7%
d	3364	5.5%
i	3323	5.5%
s	3284	5.4%
c	3275	5.4%
	3252	5.4%
Other values (12)	15076	24.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	47453	78.2%
Uppercase Letter	10006	16.5%
Space Separator	3252	5.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	9182	19.3%
e	7464	15.7%
n	4245	8.9%
a	4151	8.7%
d	3364	7.1%
i	3323	7.0%
s	3284	6.9%
c	3275	6.9%
o	2445	5.2%
k	1625	3.4%
Other values (6)	5095	10.7%

Uppercase Letter

Value	Count	Frequency (%)
C	4095	40.9%
P	1728	17.3%
A	1670	16.7%
K	1625	16.2%
N	888	8.9%

Space Separator

Value	Count	Frequency (%)
	3252	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	57459	94.6%
Common	3252	5.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	9182	16.0%
e	7464	13.0%
n	4245	7.4%
a	4151	7.2%
C	4095	7.1%
d	3364	5.9%
i	3323	5.8%
s	3284	5.7%
c	3275	5.7%
o	2445	4.3%
Other values (11)	12631	22.0%

Common

Value	Count	Frequency (%)
	3252	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60711	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	9182	15.1%
e	7464	12.3%
n	4245	7.0%
a	4151	6.8%
C	4095	6.7%
d	3364	5.5%
i	3323	5.5%
s	3284	5.4%
c	3275	5.4%
	3252	5.4%
Other values (12)	15076	24.8%

Source
Categorical

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

M L S	1275
Opendoor	1274
Bulk	1272
Internal	1263
Auction.com	1247
Other values (3)	3669

Length

Max length	11
Median length	8
Mean length	6.5018
Min length	4

Characters and Unicode

Total characters	65018
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Internal
2nd row	Auction.com
3rd row	Opendoor
4th row	M.L.S.
5th row	M.L.S.

Common Values

Value	Count	Frequency (%)
M L S	1275	12.8%
Opendoor	1274	12.7%
Bulk	1272	12.7%
Internal	1263	12.6%
Auction.com	1247	12.5%
M.L.S.	1240	12.4%
MLS	1236	12.4%
Broker	1193	11.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
m	1275	10.2%
l	1275	10.2%
s	1275	10.2%
opendoor	1274	10.2%
bulk	1272	10.1%
internal	1263	10.1%
auction.com	1247	9.9%
m.l.s	1240	9.9%
mls	1236	9.8%
broker	1193	9.5%

Most occurring characters

Value	Count	Frequency (%)
o	6235	9.6%
n	5047	7.8%
.	4967	7.6%
r	4923	7.6%
	3786	5.8%
M	3751	5.8%
L	3751	5.8%
S	3751	5.8%
e	3730	5.7%
l	2535	3.9%
Other values (13)	22542	34.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	38763	59.6%
Uppercase Letter	17502	26.9%
Other Punctuation	4967	7.6%
Space Separator	3786	5.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	6235	16.1%
n	5047	13.0%
r	4923	12.7%
e	3730	9.6%
l	2535	6.5%
u	2519	6.5%
t	2510	6.5%
c	2494	6.4%
k	2465	6.4%
p	1274	3.3%
Other values (4)	5031	13.0%

Uppercase Letter

Value	Count	Frequency (%)
M	3751	21.4%
L	3751	21.4%
S	3751	21.4%
B	2465	14.1%
O	1274	7.3%
I	1263	7.2%
A	1247	7.1%

Other Punctuation

Value	Count	Frequency (%)
.	4967	100.0%

Space Separator

Value	Count	Frequency (%)
	3786	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	56265	86.5%
Common	8753	13.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	6235	11.1%
n	5047	9.0%
r	4923	8.7%
M	3751	6.7%
L	3751	6.7%
S	3751	6.7%
e	3730	6.6%
l	2535	4.5%
u	2519	4.5%
t	2510	4.5%
Other values (11)	17513	31.1%

Common

Value	Count	Frequency (%)
.	4967	56.7%
	3786	43.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65018	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	6235	9.6%
n	5047	7.8%
.	4967	7.6%
r	4923	7.6%
	3786	5.8%
M	3751	5.8%
L	3751	5.8%
S	3751	5.8%
e	3730	5.7%
l	2535	3.9%
Other values (13)	22542	34.7%

Market
Categorical

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Chicgo	1288
Chicago	1277
Atlanta	1261
Florida	1254
	1245
Other values (3)	3675

Length

Max length	7
Median length	6
Mean length	5.5118
Min length	1

Characters and Unicode

Total characters	55118
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Chicago
2nd row	Dallas
3rd row	Tampa
4th row
5th row	Tampa

Common Values

Value	Count	Frequency (%)
Chicgo	1288	12.9%
Chicago	1277	12.8%
Atlanta	1261	12.6%
Florida	1254	12.5%
	1245	12.4%
Tampa	1229	12.3%
Dallas	1226	12.3%
Dalas	1220	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
chicgo	1288	14.7%
chicago	1277	14.6%
atlanta	1261	14.4%
florida	1254	14.3%
tampa	1229	14.0%
dallas	1226	14.0%
dalas	1220	13.9%

Most occurring characters

Value	Count	Frequency (%)
a	12403	22.5%
l	6187	11.2%
i	3819	6.9%
o	3819	6.9%
c	2565	4.7%
h	2565	4.7%
C	2565	4.7%
g	2565	4.7%
t	2522	4.6%
D	2446	4.4%
Other values (10)	13662	24.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	45118	81.9%
Uppercase Letter	8755	15.9%
Space Separator	1245	2.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	12403	27.5%
l	6187	13.7%
i	3819	8.5%
o	3819	8.5%
c	2565	5.7%
h	2565	5.7%
g	2565	5.7%
t	2522	5.6%
s	2446	5.4%
n	1261	2.8%
Other values (4)	4966	11.0%

Uppercase Letter

Value	Count	Frequency (%)
C	2565	29.3%
D	2446	27.9%
A	1261	14.4%
F	1254	14.3%
T	1229	14.0%

Space Separator

Value	Count	Frequency (%)
	1245	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	53873	97.7%
Common	1245	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	12403	23.0%
l	6187	11.5%
i	3819	7.1%
o	3819	7.1%
c	2565	4.8%
h	2565	4.8%
C	2565	4.8%
g	2565	4.8%
t	2522	4.7%
D	2446	4.5%
Other values (9)	12417	23.0%

Common

Value	Count	Frequency (%)
	1245	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	55118	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	12403	22.5%
l	6187	11.2%
i	3819	6.9%
o	3819	6.9%
c	2565	4.7%
h	2565	4.7%
C	2565	4.7%
g	2565	4.7%
t	2522	4.6%
D	2446	4.4%
Other values (10)	13662	24.8%

Occupancy
Boolean

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3282
Missing (%)	32.8%
Memory size	19.7 KiB

True	3424
False	3294
(Missing)	3282

Value	Count	Frequency (%)
True	3424	34.2%
False	3294	32.9%
(Missing)	3282	32.8%

Flood
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3409
Missing (%)	34.1%
Memory size	78.3 KiB

Minimal Flood	3316
Flood Zone	3275

Length

Max length	13
Median length	13
Mean length	11.509331
Min length	10

Characters and Unicode

Total characters	75858
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Minimal Flood
2nd row	Flood Zone
3rd row	Flood Zone
4th row	Flood Zone
5th row	Flood Zone

Common Values

Value	Count	Frequency (%)
Minimal Flood	3316	33.2%
Flood Zone	3275	32.8%
(Missing)	3409	34.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
flood	6591	50.0%
minimal	3316	25.2%
zone	3275	24.8%

Most occurring characters

Value	Count	Frequency (%)
o	16457	21.7%
l	9907	13.1%
i	6632	8.7%
n	6591	8.7%
d	6591	8.7%
	6591	8.7%
F	6591	8.7%
M	3316	4.4%
m	3316	4.4%
a	3316	4.4%
Other values (2)	6550	8.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	56085	73.9%
Uppercase Letter	13182	17.4%
Space Separator	6591	8.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	16457	29.3%
l	9907	17.7%
i	6632	11.8%
n	6591	11.8%
d	6591	11.8%
m	3316	5.9%
a	3316	5.9%
e	3275	5.8%

Uppercase Letter

Value	Count	Frequency (%)
F	6591	50.0%
M	3316	25.2%
Z	3275	24.8%

Space Separator

Value	Count	Frequency (%)
	6591	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	69267	91.3%
Common	6591	8.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	16457	23.8%
l	9907	14.3%
i	6632	9.6%
n	6591	9.5%
d	6591	9.5%
F	6591	9.5%
M	3316	4.8%
m	3316	4.8%
a	3316	4.8%
Z	3275	4.7%

Common

Value	Count	Frequency (%)
	6591	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	16457	21.7%
l	9907	13.1%
i	6632	8.7%
n	6591	8.7%
d	6591	8.7%
	6591	8.7%
F	6591	8.7%
M	3316	4.4%
m	3316	4.4%
a	3316	4.4%
Other values (2)	6550	8.6%

Street_Address
Text

Unique

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	36
Median length	30
Mean length	22.4001
Min length	10

Characters and Unicode

Total characters	224001
Distinct characters	63
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10000 ?
Unique (%)	100.0%

Sample

1st row	875 Davis Overpass Suite 394
2nd row	1159 Johnson Pass Apt. 567
3rd row	9082 Anna Villages Apt. 511
4th row	86578 Lawson Park Suite 865
5th row	309 Roy Brook Apt. 282

Value	Count	Frequency (%)
suite	2500	6.3%
apt	2443	6.1%
michael	131	0.3%
smith	124	0.3%
turnpike	111	0.3%
square	107	0.3%
drive	106	0.3%
inlet	102	0.3%
mountain	99	0.2%
street	98	0.2%
Other values (8684)	34065	85.4%

Most occurring characters

Value	Count	Frequency (%)
	29886	13.3%
e	13974	6.2%
a	11151	5.0%
i	9973	4.5%
t	9888	4.4%
r	8956	4.0%
n	8531	3.8%
s	7463	3.3%
o	7069	3.2%
l	6657	3.0%
Other values (53)	110453	49.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	111953	50.0%
Decimal Number	54776	24.5%
Space Separator	29886	13.3%
Uppercase Letter	24943	11.1%
Other Punctuation	2443	1.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	13974	12.5%
a	11151	10.0%
i	9973	8.9%
t	9888	8.8%
r	8956	8.0%
n	8531	7.6%
s	7463	6.7%
o	7069	6.3%
l	6657	5.9%
u	4997	4.5%
Other values (16)	23294	20.8%

Uppercase Letter

Value	Count	Frequency (%)
S	4439	17.8%
A	3131	12.6%
C	1863	7.5%
M	1800	7.2%
R	1463	5.9%
P	1408	5.6%
J	1088	4.4%
L	1016	4.1%
T	989	4.0%
B	967	3.9%
Other values (15)	6779	27.2%

Decimal Number

Value	Count	Frequency (%)
1	5686	10.4%
7	5535	10.1%
8	5532	10.1%
2	5522	10.1%
6	5467	10.0%
9	5457	10.0%
5	5456	10.0%
3	5404	9.9%
4	5368	9.8%
0	5349	9.8%

Space Separator

Value	Count	Frequency (%)
	29886	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2443	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	136896	61.1%
Common	87105	38.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	13974	10.2%
a	11151	8.1%
i	9973	7.3%
t	9888	7.2%
r	8956	6.5%
n	8531	6.2%
s	7463	5.5%
o	7069	5.2%
l	6657	4.9%
u	4997	3.7%
Other values (41)	48237	35.2%

Common

Value	Count	Frequency (%)
	29886	34.3%
1	5686	6.5%
7	5535	6.4%
8	5532	6.4%
2	5522	6.3%
6	5467	6.3%
9	5457	6.3%
5	5456	6.3%
3	5404	6.2%
4	5368	6.2%
Other values (2)	7792	8.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	224001	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	29886	13.3%
e	13974	6.2%
a	11151	5.0%
i	9973	4.5%
t	9888	4.4%
r	8956	4.0%
n	8531	3.8%
s	7463	3.3%
o	7069	3.2%
l	6657	3.0%
Other values (53)	110453	49.3%

City
Text

Distinct	7632
Distinct (%)	76.3%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	23
Median length	20
Mean length	12.042
Min length	6

Characters and Unicode

Total characters	120420
Distinct characters	52
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6173 ?
Unique (%)	61.7%

Sample

1st row	South Kathrynside
2nd row	South Jamesfurt
3rd row	Port Juanshire
4th row	South Brianfurt
5th row	Lake Scott

Value	Count	Frequency (%)
north	731	4.9%
new	723	4.8%
lake	722	4.8%
west	720	4.8%
south	720	4.8%
east	718	4.8%
port	716	4.8%
michael	49	0.3%
john	46	0.3%
david	41	0.3%
Other values (5558)	9864	65.5%

Most occurring characters

Value	Count	Frequency (%)
e	11704	9.7%
r	9551	7.9%
t	9499	7.9%
a	9322	7.7%
o	8250	6.9%
h	6763	5.6%
n	6455	5.4%
i	5909	4.9%
s	5588	4.6%
	5050	4.2%
Other values (42)	42329	35.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	100320	83.3%
Uppercase Letter	15050	12.5%
Space Separator	5050	4.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	11704	11.7%
r	9551	9.5%
t	9499	9.5%
a	9322	9.3%
o	8250	8.2%
h	6763	6.7%
n	6455	6.4%
i	5909	5.9%
s	5588	5.6%
l	4355	4.3%
Other values (16)	22924	22.9%

Uppercase Letter

Value	Count	Frequency (%)
N	1636	10.9%
S	1510	10.0%
J	1261	8.4%
L	1143	7.6%
W	1049	7.0%
E	1036	6.9%
P	1016	6.8%
M	987	6.6%
C	784	5.2%
A	768	5.1%
Other values (15)	3860	25.6%

Space Separator

Value	Count	Frequency (%)
	5050	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	115370	95.8%
Common	5050	4.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	11704	10.1%
r	9551	8.3%
t	9499	8.2%
a	9322	8.1%
o	8250	7.2%
h	6763	5.9%
n	6455	5.6%
i	5909	5.1%
s	5588	4.8%
l	4355	3.8%
Other values (41)	37974	32.9%

Common

Value	Count	Frequency (%)
	5050	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	120420	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	11704	9.7%
r	9551	7.9%
t	9499	7.9%
a	9322	7.7%
o	8250	6.9%
h	6763	5.6%
n	6455	5.4%
i	5909	4.9%
s	5588	4.6%
	5050	4.2%
Other values (42)	42329	35.2%

State
Text

Distinct	59
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	20000
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CO
2nd row	MN
3rd row	VI
4th row	DC
5th row	FL

Value	Count	Frequency (%)
nd	202	2.0%
ct	202	2.0%
ia	197	2.0%
ar	196	2.0%
ok	191	1.9%
wy	191	1.9%
fl	187	1.9%
me	187	1.9%
pa	182	1.8%
vt	182	1.8%
Other values (49)	8083	80.8%

Most occurring characters

Value	Count	Frequency (%)
A	2259	11.3%
M	2024	10.1%
N	1810	9.0%
I	1469	7.3%
D	1040	5.2%
T	1020	5.1%
C	998	5.0%
W	877	4.4%
O	869	4.3%
V	833	4.2%
Other values (14)	6801	34.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	20000	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2259	11.3%
M	2024	10.1%
N	1810	9.0%
I	1469	7.3%
D	1040	5.2%
T	1020	5.1%
C	998	5.0%
W	877	4.4%
O	869	4.3%
V	833	4.2%
Other values (14)	6801	34.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20000	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2259	11.3%
M	2024	10.1%
N	1810	9.0%
I	1469	7.3%
D	1040	5.2%
T	1020	5.1%
C	998	5.0%
W	877	4.4%
O	869	4.3%
V	833	4.2%
Other values (14)	6801	34.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2259	11.3%
M	2024	10.1%
N	1810	9.0%
I	1469	7.3%
D	1040	5.2%
T	1020	5.1%
C	998	5.0%
W	877	4.4%
O	869	4.3%
V	833	4.2%
Other values (14)	6801	34.0%

Zip
Real number (ℝ)

Distinct	9501
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49962.804

Minimum	507
Maximum	99947
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	507
5-th percentile	5291.8
Q1	25042.75
median	49752.5
Q3	74746.25
95-th percentile	95139.05
Maximum	99947
Range	99440
Interquartile range (IQR)	49703.5

Descriptive statistics

Standard deviation	28776.811
Coefficient of variation (CV)	0.57596469
Kurtosis	-1.2035741
Mean	49962.804
Median Absolute Deviation (MAD)	24834
Skewness	0.012870143
Sum	4.9962804 × 10⁸
Variance	8.2810483 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47882	3	< 0.1%
6289	3	< 0.1%
73321	3	< 0.1%
26896	3	< 0.1%
37092	3	< 0.1%
36719	3	< 0.1%
38812	3	< 0.1%
95218	3	< 0.1%
58408	3	< 0.1%
93403	3	< 0.1%
Other values (9491)	9970	99.7%

Value	Count	Frequency (%)
507	1	< 0.1%
513	1	< 0.1%
519	1	< 0.1%
533	1	< 0.1%
543	1	< 0.1%
549	1	< 0.1%
551	1	< 0.1%
578	1	< 0.1%
582	1	< 0.1%
588	1	< 0.1%

Value	Count	Frequency (%)
99947	1	< 0.1%
99943	1	< 0.1%
99942	1	< 0.1%
99935	1	< 0.1%
99932	1	< 0.1%
99931	1	< 0.1%
99925	1	< 0.1%
99922	1	< 0.1%
99917	2	< 0.1%
99898	1	< 0.1%

Property_Type
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Single Family Home	2041
Condo	2034
SFR	1985
Townhouse	1985
Duplex	1955

Length

Max length	18
Median length	6
Mean length	8.2458
Min length	3

Characters and Unicode

Total characters	82458
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SFR
2nd row	Single Family Home
3rd row	Townhouse
4th row	Duplex
5th row	Townhouse

Common Values

Value	Count	Frequency (%)
Single Family Home	2041	20.4%
Condo	2034	20.3%
SFR	1985	19.9%
Townhouse	1985	19.9%
Duplex	1955	19.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
single	2041	14.5%
family	2041	14.5%
home	2041	14.5%
condo	2034	14.4%
sfr	1985	14.1%
townhouse	1985	14.1%
duplex	1955	13.9%

Most occurring characters

Value	Count	Frequency (%)
o	10079	12.2%
e	8022	9.7%
n	6060	7.3%
l	6037	7.3%
	4082	5.0%
i	4082	5.0%
m	4082	5.0%
S	4026	4.9%
F	4026	4.9%
u	3940	4.8%
Other values (14)	28022	34.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	60324	73.2%
Uppercase Letter	18052	21.9%
Space Separator	4082	5.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	10079	16.7%
e	8022	13.3%
n	6060	10.0%
l	6037	10.0%
i	4082	6.8%
m	4082	6.8%
u	3940	6.5%
g	2041	3.4%
y	2041	3.4%
a	2041	3.4%
Other values (6)	11899	19.7%

Uppercase Letter

Value	Count	Frequency (%)
S	4026	22.3%
F	4026	22.3%
H	2041	11.3%
C	2034	11.3%
R	1985	11.0%
T	1985	11.0%
D	1955	10.8%

Space Separator

Value	Count	Frequency (%)
	4082	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	78376	95.0%
Common	4082	5.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	10079	12.9%
e	8022	10.2%
n	6060	7.7%
l	6037	7.7%
i	4082	5.2%
m	4082	5.2%
S	4026	5.1%
F	4026	5.1%
u	3940	5.0%
g	2041	2.6%
Other values (13)	25981	33.1%

Common

Value	Count	Frequency (%)
	4082	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	82458	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	10079	12.2%
e	8022	9.7%
n	6060	7.3%
l	6037	7.3%
	4082	5.0%
i	4082	5.0%
m	4082	5.0%
S	4026	4.9%
F	4026	4.9%
u	3940	4.8%
Other values (14)	28022	34.0%

Highway
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3398
Missing (%)	34.0%
Memory size	78.3 KiB

Far	3381
Near	3221

Length

Max length	4
Median length	3
Mean length	3.4878825
Min length	3

Characters and Unicode

Total characters	23027
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Far
2nd row	Near
3rd row	Far
4th row	Near
5th row	Near

Common Values

Value	Count	Frequency (%)
Far	3381	33.8%
Near	3221	32.2%
(Missing)	3398	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
far	3381	51.2%
near	3221	48.8%

Most occurring characters

Value	Count	Frequency (%)
a	6602	28.7%
r	6602	28.7%
F	3381	14.7%
N	3221	14.0%
e	3221	14.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16425	71.3%
Uppercase Letter	6602	28.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	6602	40.2%
r	6602	40.2%
e	3221	19.6%

Uppercase Letter

Value	Count	Frequency (%)
F	3381	51.2%
N	3221	48.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23027	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	6602	28.7%
r	6602	28.7%
F	3381	14.7%
N	3221	14.0%
e	3221	14.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23027	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	6602	28.7%
r	6602	28.7%
F	3381	14.7%
N	3221	14.0%
e	3221	14.0%

Train
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3331
Missing (%)	33.3%
Memory size	78.3 KiB

Near	3346
Far	3323

Length

Max length	4
Median length	4
Mean length	3.5017244
Min length	3

Characters and Unicode

Total characters	23353
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Far
2nd row	Near
3rd row	Far
4th row	Near
5th row	Near

Common Values

Value	Count	Frequency (%)
Near	3346	33.5%
Far	3323	33.2%
(Missing)	3331	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
near	3346	50.2%
far	3323	49.8%

Most occurring characters

Value	Count	Frequency (%)
a	6669	28.6%
r	6669	28.6%
N	3346	14.3%
e	3346	14.3%
F	3323	14.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16684	71.4%
Uppercase Letter	6669	28.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	6669	40.0%
r	6669	40.0%
e	3346	20.1%

Uppercase Letter

Value	Count	Frequency (%)
N	3346	50.2%
F	3323	49.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23353	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	6669	28.6%
r	6669	28.6%
N	3346	14.3%
e	3346	14.3%
F	3323	14.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23353	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	6669	28.6%
r	6669	28.6%
N	3346	14.3%
e	3346	14.3%
F	3323	14.2%

Tax_Rate
Real number (ℝ)

Distinct	251
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.259906

Minimum	1
Maximum	3.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1.12
Q1	1.64
median	2.27
Q3	2.89
95-th percentile	3.38
Maximum	3.5
Range	2.5
Interquartile range (IQR)	1.25

Descriptive statistics

Standard deviation	0.72558935
Coefficient of variation (CV)	0.32107059
Kurtosis	-1.2068164
Mean	2.259906
Median Absolute Deviation (MAD)	0.63
Skewness	-0.022795234
Sum	22599.06
Variance	0.5264799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.81	61	0.6%
2.97	61	0.6%
2.89	57	0.6%
2.36	56	0.6%
3.46	56	0.6%
1.03	55	0.5%
3.19	55	0.5%
2.25	52	0.5%
1.94	52	0.5%
2.7	51	0.5%
Other values (241)	9444	94.4%

Value	Count	Frequency (%)
1	25	0.2%
1.01	39	0.4%
1.02	33	0.3%
1.03	55	0.5%
1.04	42	0.4%
1.05	37	0.4%
1.06	27	0.3%
1.07	47	0.5%
1.08	42	0.4%
1.09	42	0.4%

Value	Count	Frequency (%)
3.5	26	0.3%
3.49	34	0.3%
3.48	42	0.4%
3.47	42	0.4%
3.46	56	0.6%
3.45	42	0.4%
3.44	49	0.5%
3.43	46	0.5%
3.42	37	0.4%
3.41	39	0.4%

SQFT_Basement
Real number (ℝ)

Distinct	1986
Distinct (%)	19.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	999.2055

Minimum	0
Maximum	2000
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	104
Q1	494
median	1000
Q3	1502
95-th percentile	1899.05
Maximum	2000
Range	2000
Interquartile range (IQR)	1008

Descriptive statistics

Standard deviation	578.15143
Coefficient of variation (CV)	0.57861114
Kurtosis	-1.2041448
Mean	999.2055
Median Absolute Deviation (MAD)	503
Skewness	0.0020206474
Sum	9992055
Variance	334259.08
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1894	14	0.1%
272	13	0.1%
1975	13	0.1%
1693	13	0.1%
1602	12	0.1%
1040	12	0.1%
1573	12	0.1%
446	12	0.1%
325	12	0.1%
1008	12	0.1%
Other values (1976)	9875	98.8%

Value	Count	Frequency (%)
0	3	< 0.1%
1	3	< 0.1%
2	4	< 0.1%
3	3	< 0.1%
4	7	0.1%
5	6	0.1%
6	4	< 0.1%
7	3	< 0.1%
8	4	< 0.1%
9	7	0.1%

Value	Count	Frequency (%)
2000	6	0.1%
1999	4	< 0.1%
1998	3	< 0.1%
1997	3	< 0.1%
1996	9	0.1%
1995	3	< 0.1%
1994	3	< 0.1%
1993	4	< 0.1%
1992	5	0.1%
1991	1	< 0.1%

HTW
Boolean

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3401
Missing (%)	34.0%
Memory size	19.7 KiB

True	3332
False	3267
(Missing)	3401

Value	Count	Frequency (%)
True	3332	33.3%
False	3267	32.7%
(Missing)	3401	34.0%

Pool
Boolean

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3415
Missing (%)	34.2%
Memory size	19.7 KiB

True	3308
False	3277
(Missing)	3415

Value	Count	Frequency (%)
True	3308	33.1%
False	3277	32.8%
(Missing)	3415	34.2%

Commercial
Boolean

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3284
Missing (%)	32.8%
Memory size	19.7 KiB

False	3392
True	3324
(Missing)	3284

Value	Count	Frequency (%)
False	3392	33.9%
True	3324	33.2%
(Missing)	3284	32.8%

Water
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3303
Missing (%)	33.0%
Memory size	78.3 KiB

City	3365
Well	3332

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	26788
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Well
2nd row	City
3rd row	City
4th row	City
5th row	Well

Common Values

Value	Count	Frequency (%)
City	3365	33.7%
Well	3332	33.3%
(Missing)	3303	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
city	3365	50.2%
well	3332	49.8%

Most occurring characters

Value	Count	Frequency (%)
l	6664	24.9%
i	3365	12.6%
C	3365	12.6%
t	3365	12.6%
y	3365	12.6%
W	3332	12.4%
e	3332	12.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20091	75.0%
Uppercase Letter	6697	25.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	6664	33.2%
i	3365	16.7%
t	3365	16.7%
y	3365	16.7%
e	3332	16.6%

Uppercase Letter

Value	Count	Frequency (%)
C	3365	50.2%
W	3332	49.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	26788	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	6664	24.9%
i	3365	12.6%
C	3365	12.6%
t	3365	12.6%
y	3365	12.6%
W	3332	12.4%
e	3332	12.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26788	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	6664	24.9%
i	3365	12.6%
C	3365	12.6%
t	3365	12.6%
y	3365	12.6%
W	3332	12.4%
e	3332	12.4%

Sewage
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3252
Missing (%)	32.5%
Memory size	78.3 KiB

City	3435
Septic	3313

Length

Max length	6
Median length	4
Mean length	4.9819206
Min length	4

Characters and Unicode

Total characters	33618
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	City
2nd row	Septic
3rd row	City
4th row	City
5th row	City

Common Values

Value	Count	Frequency (%)
City	3435	34.4%
Septic	3313	33.1%
(Missing)	3252	32.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
city	3435	50.9%
septic	3313	49.1%

Most occurring characters

Value	Count	Frequency (%)
i	6748	20.1%
t	6748	20.1%
C	3435	10.2%
y	3435	10.2%
S	3313	9.9%
e	3313	9.9%
p	3313	9.9%
c	3313	9.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	26870	79.9%
Uppercase Letter	6748	20.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	6748	25.1%
t	6748	25.1%
y	3435	12.8%
e	3313	12.3%
p	3313	12.3%
c	3313	12.3%

Uppercase Letter

Value	Count	Frequency (%)
C	3435	50.9%
S	3313	49.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	33618	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	6748	20.1%
t	6748	20.1%
C	3435	10.2%
y	3435	10.2%
S	3313	9.9%
e	3313	9.9%
p	3313	9.9%
c	3313	9.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33618	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	6748	20.1%
t	6748	20.1%
C	3435	10.2%
y	3435	10.2%
S	3313	9.9%
e	3313	9.9%
p	3313	9.9%
c	3313	9.9%

Year_Built
Real number (ℝ)

Distinct	105
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1971.8732

Minimum	1920
Maximum	2024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1920
5-th percentile	1924
Q1	1945
median	1972
Q3	1998
95-th percentile	2019
Maximum	2024
Range	104
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	30.468672
Coefficient of variation (CV)	0.015451638
Kurtosis	-1.2156541
Mean	1971.8732
Median Absolute Deviation (MAD)	27
Skewness	-0.0035910342
Sum	19718732
Variance	928.33996
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1958	113	1.1%
2006	111	1.1%
1931	111	1.1%
1948	111	1.1%
2003	110	1.1%
1938	109	1.1%
2001	109	1.1%
1922	107	1.1%
1952	107	1.1%
2014	107	1.1%
Other values (95)	8905	89.0%

Value	Count	Frequency (%)
1920	99	1.0%
1921	105	1.1%
1922	107	1.1%
1923	104	1.0%
1924	97	1.0%
1925	89	0.9%
1926	92	0.9%
1927	97	1.0%
1928	88	0.9%
1929	92	0.9%

Value	Count	Frequency (%)
2024	94	0.9%
2023	87	0.9%
2022	79	0.8%
2021	103	1.0%
2020	100	1.0%
2019	102	1.0%
2018	91	0.9%
2017	104	1.0%
2016	91	0.9%
2015	92	0.9%

SQFT_MU
Real number (ℝ)

Distinct	2904
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1996.8484

Minimum	500
Maximum	3500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	500
5-th percentile	644
Q1	1239
median	1991
Q3	2758
95-th percentile	3358
Maximum	3500
Range	3000
Interquartile range (IQR)	1519

Descriptive statistics

Standard deviation	873.8701
Coefficient of variation (CV)	0.43762466
Kurtosis	-1.21654
Mean	1996.8484
Median Absolute Deviation (MAD)	761.5
Skewness	0.00090927372
Sum	19968484
Variance	763648.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
672	10	0.1%
3359	10	0.1%
2205	10	0.1%
701	10	0.1%
978	10	0.1%
868	9	0.1%
3073	9	0.1%
881	9	0.1%
2233	9	0.1%
1380	9	0.1%
Other values (2894)	9905	99.1%

Value	Count	Frequency (%)
500	6	0.1%
501	6	0.1%
502	3	< 0.1%
503	6	0.1%
504	4	< 0.1%
505	4	< 0.1%
506	2	< 0.1%
507	1	< 0.1%
508	4	< 0.1%
509	4	< 0.1%

Value	Count	Frequency (%)
3500	1	< 0.1%
3499	2	< 0.1%
3498	2	< 0.1%
3497	2	< 0.1%
3496	3	< 0.1%
3495	4	< 0.1%
3494	2	< 0.1%
3493	7	0.1%
3492	5	0.1%
3491	4	< 0.1%

SQFT_Total
Real number (ℝ)

Distinct	5066
Distinct (%)	50.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6737.91

Minimum	3500
Maximum	9998
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	3500
5-th percentile	3822
Q1	5111.75
median	6723
Q3	8365
95-th percentile	9666.05
Maximum	9998
Range	6498
Interquartile range (IQR)	3253.25

Descriptive statistics

Standard deviation	1879.7974
Coefficient of variation (CV)	0.2789882
Kurtosis	-1.2038547
Mean	6737.91
Median Absolute Deviation (MAD)	1623
Skewness	0.0093206707
Sum	67379100
Variance	3533638.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6802	7	0.1%
5903	7	0.1%
5041	7	0.1%
9817	7	0.1%
4457	7	0.1%
9577	7	0.1%
9312	7	0.1%
9407	7	0.1%
9785	6	0.1%
8908	6	0.1%
Other values (5056)	9932	99.3%

Value	Count	Frequency (%)
3500	2	< 0.1%
3501	5	0.1%
3502	5	0.1%
3504	2	< 0.1%
3505	1	< 0.1%
3507	1	< 0.1%
3508	2	< 0.1%
3509	2	< 0.1%
3510	2	< 0.1%
3511	1	< 0.1%

Value	Count	Frequency (%)
9998	3	< 0.1%
9997	2	< 0.1%
9996	5	0.1%
9995	2	< 0.1%
9994	2	< 0.1%
9993	3	< 0.1%
9992	3	< 0.1%
9991	2	< 0.1%
9989	2	< 0.1%
9988	3	< 0.1%

Parking
Categorical

Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	2489
Missing (%)	24.9%
Memory size	78.3 KiB

Street	2523
Garage	2517
Driveway	2471

Length

Max length	8
Median length	6
Mean length	6.6579683
Min length	6

Characters and Unicode

Total characters	50008
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Street
2nd row	Driveway
3rd row	Driveway
4th row	Garage
5th row	Garage

Common Values

Value	Count	Frequency (%)
Street	2523	25.2%
Garage	2517	25.2%
Driveway	2471	24.7%
(Missing)	2489	24.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
street	2523	33.6%
garage	2517	33.5%
driveway	2471	32.9%

Most occurring characters

Value	Count	Frequency (%)
e	10034	20.1%
r	7511	15.0%
a	7505	15.0%
t	5046	10.1%
S	2523	5.0%
G	2517	5.0%
g	2517	5.0%
D	2471	4.9%
i	2471	4.9%
v	2471	4.9%
Other values (2)	4942	9.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	42497	85.0%
Uppercase Letter	7511	15.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	10034	23.6%
r	7511	17.7%
a	7505	17.7%
t	5046	11.9%
g	2517	5.9%
i	2471	5.8%
v	2471	5.8%
w	2471	5.8%
y	2471	5.8%

Uppercase Letter

Value	Count	Frequency (%)
S	2523	33.6%
G	2517	33.5%
D	2471	32.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	50008	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	10034	20.1%
r	7511	15.0%
a	7505	15.0%
t	5046	10.1%
S	2523	5.0%
G	2517	5.0%
g	2517	5.0%
D	2471	4.9%
i	2471	4.9%
v	2471	4.9%
Other values (2)	4942	9.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50008	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	10034	20.1%
r	7511	15.0%
a	7505	15.0%
t	5046	10.1%
S	2523	5.0%
G	2517	5.0%
g	2517	5.0%
D	2471	4.9%
i	2471	4.9%
v	2471	4.9%
Other values (2)	4942	9.9%

Bed
Real number (ℝ)

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5028

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	5
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7192695
Coefficient of variation (CV)	0.49082721
Kurtosis	-1.2836262
Mean	3.5028
Median Absolute Deviation (MAD)	2
Skewness	-0.0040403947
Sum	35028
Variance	2.9558877
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	1704	17.0%
6	1699	17.0%
5	1678	16.8%
3	1654	16.5%
2	1641	16.4%
4	1624	16.2%

Value	Count	Frequency (%)
1	1704	17.0%
2	1641	16.4%
3	1654	16.5%
4	1624	16.2%
5	1678	16.8%
6	1699	17.0%

Value	Count	Frequency (%)
6	1699	17.0%
5	1678	16.8%
4	1624	16.2%
3	1654	16.5%
2	1641	16.4%
1	1704	17.0%

Bath
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

3	2544
4	2536
1	2490
2	2430

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	10000
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	2
3rd row	2
4th row	2
5th row	4

Common Values

Value	Count	Frequency (%)
3	2544	25.4%
4	2536	25.4%
1	2490	24.9%
2	2430	24.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2544	25.4%
4	2536	25.4%
1	2490	24.9%
2	2430	24.3%

Most occurring characters

Value	Count	Frequency (%)
3	2544	25.4%
4	2536	25.4%
1	2490	24.9%
2	2430	24.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	2544	25.4%
4	2536	25.4%
1	2490	24.9%
2	2430	24.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	10000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	2544	25.4%
4	2536	25.4%
1	2490	24.9%
2	2430	24.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	2544	25.4%
4	2536	25.4%
1	2490	24.9%
2	2430	24.3%

BasementYesNo
Boolean

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3365
Missing (%)	33.7%
Memory size	19.7 KiB

False	3382
True	3253
(Missing)	3365

Value	Count	Frequency (%)
False	3382	33.8%
True	3253	32.5%
(Missing)	3365	33.7%

Layout
Categorical

Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	2554
Missing (%)	25.5%
Memory size	78.3 KiB

Ranch	2547
Split	2489
Colonial	2410

Length

Max length	8
Median length	5
Mean length	5.9709911
Min length	5

Characters and Unicode

Total characters	44460
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Split
2nd row	Colonial
3rd row	Ranch
4th row	Ranch
5th row	Split

Common Values

Value	Count	Frequency (%)
Ranch	2547	25.5%
Split	2489	24.9%
Colonial	2410	24.1%
(Missing)	2554	25.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ranch	2547	34.2%
split	2489	33.4%
colonial	2410	32.4%

Most occurring characters

Value	Count	Frequency (%)
l	7309	16.4%
a	4957	11.1%
n	4957	11.1%
i	4899	11.0%
o	4820	10.8%
R	2547	5.7%
c	2547	5.7%
h	2547	5.7%
p	2489	5.6%
S	2489	5.6%
Other values (2)	4899	11.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	37014	83.3%
Uppercase Letter	7446	16.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	7309	19.7%
a	4957	13.4%
n	4957	13.4%
i	4899	13.2%
o	4820	13.0%
c	2547	6.9%
h	2547	6.9%
p	2489	6.7%
t	2489	6.7%

Uppercase Letter

Value	Count	Frequency (%)
R	2547	34.2%
S	2489	33.4%
C	2410	32.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	44460	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	7309	16.4%
a	4957	11.1%
n	4957	11.1%
i	4899	11.0%
o	4820	10.8%
R	2547	5.7%
c	2547	5.7%
h	2547	5.7%
p	2489	5.6%
S	2489	5.6%
Other values (2)	4899	11.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	44460	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	7309	16.4%
a	4957	11.1%
n	4957	11.1%
i	4899	11.0%
o	4820	10.8%
R	2547	5.7%
c	2547	5.7%
h	2547	5.7%
p	2489	5.6%
S	2489	5.6%
Other values (2)	4899	11.0%

Net_Yield
Real number (ℝ)

Distinct	1795
Distinct (%)	17.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.044143

Minimum	2
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	2
5-th percentile	2.89
Q1	6.5275
median	11.06
Q3	15.57
95-th percentile	19.07
Maximum	20
Range	18
Interquartile range (IQR)	9.0425

Descriptive statistics

Standard deviation	5.2165794
Coefficient of variation (CV)	0.47233899
Kurtosis	-1.2144257
Mean	11.044143
Median Absolute Deviation (MAD)	4.53
Skewness	-0.01074962
Sum	110441.43
Variance	27.212701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.55	16	0.2%
4.49	14	0.1%
5.59	14	0.1%
2.52	14	0.1%
18.87	14	0.1%
11.97	13	0.1%
6.79	13	0.1%
12.85	13	0.1%
15.92	13	0.1%
14.25	13	0.1%
Other values (1785)	9863	98.6%

Value	Count	Frequency (%)
2	2	< 0.1%
2.01	5	0.1%
2.02	6	0.1%
2.03	6	0.1%
2.04	2	< 0.1%
2.05	6	0.1%
2.06	8	0.1%
2.07	4	< 0.1%
2.08	9	0.1%
2.09	7	0.1%

Value	Count	Frequency (%)
20	4	< 0.1%
19.99	8	0.1%
19.98	2	< 0.1%
19.97	9	0.1%
19.96	4	< 0.1%
19.95	5	0.1%
19.94	9	0.1%
19.93	8	0.1%
19.92	3	< 0.1%
19.91	6	0.1%

IRR
Real number (ℝ)

Distinct	2456
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.453593

Minimum	5
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	5
5-th percentile	6.18
Q1	11.11
median	17.415
Q3	23.81
95-th percentile	28.7105
Maximum	30
Range	25
Interquartile range (IQR)	12.7

Descriptive statistics

Standard deviation	7.2563289
Coefficient of variation (CV)	0.41574986
Kurtosis	-1.2172142
Mean	17.453593
Median Absolute Deviation (MAD)	6.355
Skewness	0.006590155
Sum	174535.93
Variance	52.65431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25.16	13	0.1%
27.43	11	0.1%
15.16	11	0.1%
7.18	11	0.1%
20.62	11	0.1%
21.93	10	0.1%
19.53	10	0.1%
15.19	10	0.1%
27.78	10	0.1%
19.34	10	0.1%
Other values (2446)	9893	98.9%

Value	Count	Frequency (%)
5	5	0.1%
5.01	3	< 0.1%
5.02	3	< 0.1%
5.03	5	0.1%
5.04	9	0.1%
5.05	7	0.1%
5.06	3	< 0.1%
5.07	3	< 0.1%
5.08	1	< 0.1%
5.09	4	< 0.1%

Value	Count	Frequency (%)
30	3	< 0.1%
29.99	1	< 0.1%
29.96	5	0.1%
29.95	5	0.1%
29.94	7	0.1%
29.93	2	< 0.1%
29.92	8	0.1%
29.91	4	< 0.1%
29.9	6	0.1%
29.89	7	0.1%

Rent_Restricted
Boolean

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3299
Missing (%)	33.0%
Memory size	19.7 KiB

False	3386
True	3315
(Missing)	3299

Value	Count	Frequency (%)
False	3386	33.9%
True	3315	33.1%
(Missing)	3299	33.0%

Neighborhood_Rating
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

2	2044
1	2033
5	1996
4	1974
3	1953

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	10000
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	3
3rd row	3
4th row	3
5th row	2

Common Values

Value	Count	Frequency (%)
2	2044	20.4%
1	2033	20.3%
5	1996	20.0%
4	1974	19.7%
3	1953	19.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2044	20.4%
1	2033	20.3%
5	1996	20.0%
4	1974	19.7%
3	1953	19.5%

Most occurring characters

Value	Count	Frequency (%)
2	2044	20.4%
1	2033	20.3%
5	1996	20.0%
4	1974	19.7%
3	1953	19.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2044	20.4%
1	2033	20.3%
5	1996	20.0%
4	1974	19.7%
3	1953	19.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	10000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2044	20.4%
1	2033	20.3%
5	1996	20.0%
4	1974	19.7%
3	1953	19.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2044	20.4%
1	2033	20.3%
5	1996	20.0%
4	1974	19.7%
3	1953	19.5%

Latitude
Real number (ℝ)

Distinct	9994
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.471231

Minimum	33.001189
Maximum	41.999934
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	33.001189
5-th percentile	33.451369
Q1	35.170957
median	37.486232
Q3	39.717343
95-th percentile	41.553713
Maximum	41.999934
Range	8.998745
Interquartile range (IQR)	4.546387

Descriptive statistics

Standard deviation	2.603393
Coefficient of variation (CV)	0.069477114
Kurtosis	-1.2117891
Mean	37.471231
Median Absolute Deviation (MAD)	2.2773035
Skewness	0.013525567
Sum	374712.31
Variance	6.777655
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35.289527	2	< 0.1%
37.432358	2	< 0.1%
36.417808	2	< 0.1%
38.472434	2	< 0.1%
40.606412	2	< 0.1%
34.237875	2	< 0.1%
33.25836	1	< 0.1%
41.684385	1	< 0.1%
34.66522	1	< 0.1%
37.51538	1	< 0.1%
Other values (9984)	9984	99.8%

Value	Count	Frequency (%)
33.001189	1	< 0.1%
33.001222	1	< 0.1%
33.001357	1	< 0.1%
33.001974	1	< 0.1%
33.00286	1	< 0.1%
33.00369	1	< 0.1%
33.004336	1	< 0.1%
33.005134	1	< 0.1%
33.005528	1	< 0.1%
33.007738	1	< 0.1%

Value	Count	Frequency (%)
41.999934	1	< 0.1%
41.999561	1	< 0.1%
41.999198	1	< 0.1%
41.997973	1	< 0.1%
41.997056	1	< 0.1%
41.996934	1	< 0.1%
41.996878	1	< 0.1%
41.996816	1	< 0.1%
41.995877	1	< 0.1%
41.995486	1	< 0.1%

Longitude
Real number (ℝ)

Unique

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-95.57226

Minimum	-117.9969
Maximum	-73.00314
Zeros	0
Zeros (%)	0.0%
Negative	10000
Negative (%)	100.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	-117.9969
5-th percentile	-115.75433
Q1	-106.68936
median	-95.574363
Q3	-84.457791
95-th percentile	-75.327866
Maximum	-73.00314
Range	44.993756
Interquartile range (IQR)	22.231568

Descriptive statistics

Standard deviation	12.965364
Coefficient of variation (CV)	-0.13566033
Kurtosis	-1.1937509
Mean	-95.57226
Median Absolute Deviation (MAD)	11.11625
Skewness	0.0019947383
Sum	-955722.6
Variance	168.10067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-86.346937	1	< 0.1%
-86.90819	1	< 0.1%
-99.906775	1	< 0.1%
-78.548787	1	< 0.1%
-99.034369	1	< 0.1%
-93.287636	1	< 0.1%
-87.954408	1	< 0.1%
-92.456107	1	< 0.1%
-101.772359	1	< 0.1%
-74.911876	1	< 0.1%
Other values (9990)	9990	99.9%

Value	Count	Frequency (%)
-117.996896	1	< 0.1%
-117.994789	1	< 0.1%
-117.989385	1	< 0.1%
-117.98491	1	< 0.1%
-117.977826	1	< 0.1%
-117.977576	1	< 0.1%
-117.976597	1	< 0.1%
-117.974801	1	< 0.1%
-117.974707	1	< 0.1%
-117.967805	1	< 0.1%

Value	Count	Frequency (%)
-73.00314	1	< 0.1%
-73.003629	1	< 0.1%
-73.007117	1	< 0.1%
-73.010278	1	< 0.1%
-73.011093	1	< 0.1%
-73.01738	1	< 0.1%
-73.018517	1	< 0.1%
-73.019663	1	< 0.1%
-73.023877	1	< 0.1%
-73.026027	1	< 0.1%

Subdivision
Text

Distinct	195
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	10
Median length	9
Mean length	5.6779
Min length	3

Characters and Unicode

Total characters	56779
Distinct characters	47
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Manors
2nd row	Cliff
3rd row	Square
4th row	Springs
5th row	Brooks

Value	Count	Frequency (%)
stream	103	1.0%
station	100	1.0%
vista	100	1.0%
island	98	1.0%
stravenue	98	1.0%
mountain	95	0.9%
squares	95	0.9%
islands	94	0.9%
drive	93	0.9%
port	93	0.9%
Other values (185)	9031	90.3%

Most occurring characters

Value	Count	Frequency (%)
e	5265	9.3%
a	5161	9.1%
s	4600	8.1%
r	4323	7.6%
o	3566	6.3%
n	3550	6.3%
i	3346	5.9%
l	3335	5.9%
t	2623	4.6%
u	1591	2.8%
Other values (37)	19419	34.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	46779	82.4%
Uppercase Letter	10000	17.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	5265	11.3%
a	5161	11.0%
s	4600	9.8%
r	4323	9.2%
o	3566	7.6%
n	3550	7.6%
i	3346	7.2%
l	3335	7.1%
t	2623	5.6%
u	1591	3.4%
Other values (15)	9419	20.1%

Uppercase Letter

Value	Count	Frequency (%)
S	1161	11.6%
C	1137	11.4%
P	1054	10.5%
F	756	7.6%
R	753	7.5%
M	714	7.1%
L	599	6.0%
V	542	5.4%
T	456	4.6%
G	402	4.0%
Other values (12)	2426	24.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	56779	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	5265	9.3%
a	5161	9.1%
s	4600	8.1%
r	4323	7.6%
o	3566	6.3%
n	3550	6.3%
i	3346	5.9%
l	3335	5.9%
t	2623	4.6%
u	1591	2.8%
Other values (37)	19419	34.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	56779	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	5265	9.3%
a	5161	9.1%
s	4600	8.1%
r	4323	7.6%
o	3566	6.3%
n	3550	6.3%
i	3346	5.9%
l	3335	5.9%
t	2623	4.6%
u	1591	2.8%
Other values (37)	19419	34.2%

Taxes
Real number (ℝ)

Distinct	5884
Distinct (%)	58.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5731.8005

Minimum	1500
Maximum	10000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1500
5-th percentile	1911
Q1	3626.75
median	5739.5
Q3	7826.25
95-th percentile	9571
Maximum	10000
Range	8500
Interquartile range (IQR)	4199.5

Descriptive statistics

Standard deviation	2449.9063
Coefficient of variation (CV)	0.42742351
Kurtosis	-1.1800042
Mean	5731.8005
Median Absolute Deviation (MAD)	2098.5
Skewness	0.0065139982
Sum	57318005
Variance	6002041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8160	7	0.1%
9171	7	0.1%
6081	7	0.1%
9696	6	0.1%
3540	6	0.1%
1704	6	0.1%
2230	6	0.1%
6416	6	0.1%
9169	6	0.1%
3932	6	0.1%
Other values (5874)	9937	99.4%

Value	Count	Frequency (%)
1500	3	< 0.1%
1501	2	< 0.1%
1502	1	< 0.1%
1503	3	< 0.1%
1507	1	< 0.1%
1508	2	< 0.1%
1509	2	< 0.1%
1510	1	< 0.1%
1511	3	< 0.1%
1512	2	< 0.1%

Value	Count	Frequency (%)
10000	3	< 0.1%
9999	1	< 0.1%
9997	1	< 0.1%
9996	1	< 0.1%
9995	3	< 0.1%
9994	4	< 0.1%
9991	1	< 0.1%
9990	3	< 0.1%
9989	1	< 0.1%
9988	4	< 0.1%

Selling_Reason
Categorical

Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	2489
Missing (%)	24.9%
Memory size	78.3 KiB

Investor Sale	2580
Downsizing	2501
Job Transfer	2430

Length

Max length	13
Median length	12
Mean length	11.67754
Min length	10

Characters and Unicode

Total characters	87710
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Downsizing
2nd row	Job Transfer
3rd row	Investor Sale
4th row	Downsizing
5th row	Job Transfer

Common Values

Value	Count	Frequency (%)
Investor Sale	2580	25.8%
Downsizing	2501	25.0%
Job Transfer	2430	24.3%
(Missing)	2489	24.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
investor	2580	20.6%
sale	2580	20.6%
downsizing	2501	20.0%
job	2430	19.4%
transfer	2430	19.4%

Most occurring characters

Value	Count	Frequency (%)
n	10012	11.4%
e	7590	8.7%
s	7511	8.6%
o	7511	8.6%
r	7440	8.5%
	5010	5.7%
a	5010	5.7%
i	5002	5.7%
I	2580	2.9%
v	2580	2.9%
Other values (11)	27464	31.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	70179	80.0%
Uppercase Letter	12521	14.3%
Space Separator	5010	5.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	10012	14.3%
e	7590	10.8%
s	7511	10.7%
o	7511	10.7%
r	7440	10.6%
a	5010	7.1%
i	5002	7.1%
v	2580	3.7%
t	2580	3.7%
l	2580	3.7%
Other values (5)	12363	17.6%

Uppercase Letter

Value	Count	Frequency (%)
I	2580	20.6%
S	2580	20.6%
D	2501	20.0%
J	2430	19.4%
T	2430	19.4%

Space Separator

Value	Count	Frequency (%)
	5010	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	82700	94.3%
Common	5010	5.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	10012	12.1%
e	7590	9.2%
s	7511	9.1%
o	7511	9.1%
r	7440	9.0%
a	5010	6.1%
i	5002	6.0%
I	2580	3.1%
v	2580	3.1%
t	2580	3.1%
Other values (10)	24884	30.1%

Common

Value	Count	Frequency (%)
	5010	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	87710	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	10012	11.4%
e	7590	8.7%
s	7511	8.6%
o	7511	8.6%
r	7440	8.5%
	5010	5.7%
a	5010	5.7%
i	5002	5.7%
I	2580	2.9%
v	2580	2.9%
Other values (11)	27464	31.3%

Seller_Retained_Broker
Boolean

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	3313
Missing (%)	33.1%
Memory size	19.7 KiB

False	3362
True	3325
(Missing)	3313

Value	Count	Frequency (%)
False	3362	33.6%
True	3325	33.2%
(Missing)	3313	33.1%

Final_Reviewer
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Emily Patel	1047
Luis Garcia	1033
Priya Sharma	1027
David Thompson	1015
Sophia Williams	1005
Other values (5)	4873

Length

Max length	15
Median length	14
Mean length	12.3009
Min length	10

Characters and Unicode

Total characters	123009
Distinct characters	31
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Jason Miller
2nd row	Luis Garcia
3rd row	Samantha Pierce
4th row	Samantha Pierce
5th row	Priya Sharma

Common Values

Value	Count	Frequency (%)
Emily Patel	1047	10.5%
Luis Garcia	1033	10.3%
Priya Sharma	1027	10.3%
David Thompson	1015	10.2%
Sophia Williams	1005	10.1%
Jason Miller	999	10.0%
Michael Chen	978	9.8%
Samantha Pierce	976	9.8%
Amit Kumar	964	9.6%
Jessica Lin	956	9.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
emily	1047	5.2%
patel	1047	5.2%
luis	1033	5.2%
garcia	1033	5.2%
priya	1027	5.1%
sharma	1027	5.1%
david	1015	5.1%
thompson	1015	5.1%
sophia	1005	5.0%
williams	1005	5.0%
Other values (10)	9746	48.7%

Most occurring characters

Value	Count	Frequency (%)
a	16044	13.0%
i	13999	11.4%
	10000	8.1%
l	7080	5.8%
m	6998	5.7%
e	6910	5.6%
r	6026	4.9%
h	5979	4.9%
s	5964	4.8%
n	4924	4.0%
Other values (21)	39085	31.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	93009	75.6%
Uppercase Letter	20000	16.3%
Space Separator	10000	8.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	16044	17.2%
i	13999	15.1%
l	7080	7.6%
m	6998	7.5%
e	6910	7.4%
r	6026	6.5%
h	5979	6.4%
s	5964	6.4%
n	4924	5.3%
o	4034	4.3%
Other values (7)	15051	16.2%

Uppercase Letter

Value	Count	Frequency (%)
P	3050	15.2%
S	3008	15.0%
L	1989	9.9%
M	1977	9.9%
J	1955	9.8%
E	1047	5.2%
G	1033	5.2%
T	1015	5.1%
D	1015	5.1%
W	1005	5.0%
Other values (3)	2906	14.5%

Space Separator

Value	Count	Frequency (%)
	10000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	113009	91.9%
Common	10000	8.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	16044	14.2%
i	13999	12.4%
l	7080	6.3%
m	6998	6.2%
e	6910	6.1%
r	6026	5.3%
h	5979	5.3%
s	5964	5.3%
n	4924	4.4%
o	4034	3.6%
Other values (20)	35051	31.0%

Common

Value	Count	Frequency (%)
	10000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	123009	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	16044	13.0%
i	13999	11.4%
	10000	8.1%
l	7080	5.8%
m	6998	5.7%
e	6910	5.6%
r	6026	4.9%
h	5979	4.9%
s	5964	4.8%
n	4924	4.0%
Other values (21)	39085	31.8%

School_Average
Real number (ℝ)

Distinct	701
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.491358

Minimum	3
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	3
5-th percentile	3.35
Q1	4.72
median	6.51
Q3	8.23
95-th percentile	9.66
Maximum	10
Range	7
Interquartile range (IQR)	3.51

Descriptive statistics

Standard deviation	2.0258657
Coefficient of variation (CV)	0.31208658
Kurtosis	-1.2071533
Mean	6.491358
Median Absolute Deviation (MAD)	1.76
Skewness	0.0065313509
Sum	64913.58
Variance	4.104132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.58	30	0.3%
8.21	27	0.3%
8.86	25	0.2%
5.22	25	0.2%
7.51	24	0.2%
5.25	24	0.2%
9.67	23	0.2%
7.68	23	0.2%
9.7	23	0.2%
8.74	23	0.2%
Other values (691)	9753	97.5%

Value	Count	Frequency (%)
3	10	0.1%
3.01	16	0.2%
3.02	16	0.2%
3.03	12	0.1%
3.04	20	0.2%
3.05	11	0.1%
3.06	17	0.2%
3.07	22	0.2%
3.08	20	0.2%
3.09	14	0.1%

Value	Count	Frequency (%)
10	5	0.1%
9.99	20	0.2%
9.98	11	0.1%
9.97	12	0.1%
9.96	11	0.1%
9.95	13	0.1%
9.94	13	0.1%
9.93	17	0.2%
9.92	18	0.2%
9.91	15	0.1%

Valuation
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

HOA
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Rehab
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Interactions

Correlations

	BasementYesNo	Bath	Bed	Commercial	Final_Reviewer	Flood	HTW	Highway	IRR	Latitude	Layout	Longitude	Market	Most_Recent_Status	Neighborhood_Rating	Net_Yield	Occupancy	Parking	Pool	Property_Type	Rent_Restricted	Reviewed_Status	SQFT_Basement	SQFT_MU	SQFT_Total	School_Average	Seller_Retained_Broker	Selling_Reason	Sewage	Source	Tax_Rate	Taxes	Train	Water	Year_Built	Zip
BasementYesNo	1.000	0.000	0.008	0.000	0.025	0.011	0.000	0.000	0.014	0.000	0.019	0.000	0.000	0.000	0.000	0.020	0.000	0.000	0.008	0.000	0.000	0.008	0.023	0.000	0.021	0.000	0.000	0.004	0.000	0.000	0.000	0.000	0.029	0.013	0.011	0.000
Bath	0.000	1.000	0.004	0.011	0.000	0.000	0.000	0.022	0.020	0.014	0.000	0.000	0.000	0.000	0.000	0.020	0.014	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.000	0.018	0.000	0.017	0.015	0.000	0.000	0.000
Bed	0.008	0.004	1.000	0.000	0.012	0.000	0.000	0.000	0.004	0.005	0.000	-0.015	0.000	0.014	0.000	0.008	0.000	0.024	0.008	0.000	0.014	0.000	-0.010	0.004	0.004	-0.006	0.000	0.000	0.027	0.000	-0.002	0.006	0.000	0.000	0.003	0.004
Commercial	0.000	0.011	0.000	1.000	0.010	0.000	0.022	0.000	0.000	0.000	0.036	0.020	0.000	0.000	0.000	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.041	0.000	0.000	0.000	0.021	0.000	0.000	0.000	0.016	0.000	0.009	0.002	0.000	0.028
Final_Reviewer	0.025	0.000	0.012	0.010	1.000	0.011	0.000	0.000	0.008	0.000	0.022	0.000	0.000	0.000	0.000	0.008	0.000	0.018	0.026	0.009	0.010	0.000	0.013	0.016	0.009	0.000	0.000	0.022	0.007	0.000	0.000	0.000	0.000	0.016	0.002	0.000
Flood	0.011	0.000	0.000	0.000	0.011	1.000	0.000	0.022	0.019	0.012	0.018	0.018	0.000	0.014	0.000	0.017	0.000	0.017	0.000	0.000	0.020	0.000	0.009	0.000	0.000	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.011	0.000	0.012	0.000
HTW	0.000	0.000	0.000	0.022	0.000	0.000	1.000	0.000	0.024	0.029	0.000	0.000	0.000	0.025	0.042	0.000	0.000	0.000	0.006	0.000	0.024	0.027	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.020	0.036	0.037	0.000	0.000	0.019	0.044
Highway	0.000	0.022	0.000	0.000	0.000	0.022	0.000	1.000	0.038	0.033	0.000	0.031	0.018	0.000	0.010	0.005	0.003	0.013	0.000	0.020	0.000	0.036	0.000	0.031	0.012	0.000	0.000	0.000	0.000	0.000	0.000	0.022	0.011	0.000	0.000	0.000
IRR	0.014	0.020	0.004	0.000	0.008	0.019	0.024	0.038	1.000	0.006	0.000	-0.003	0.016	0.000	0.000	-0.014	0.000	0.007	0.000	0.000	0.014	0.000	-0.011	0.003	0.008	0.005	0.013	0.000	0.000	0.009	-0.009	-0.011	0.000	0.041	-0.007	-0.002
Latitude	0.000	0.014	0.005	0.000	0.000	0.012	0.029	0.033	0.006	1.000	0.016	-0.010	0.007	0.000	0.000	0.010	0.000	0.000	0.000	0.000	0.000	0.004	-0.000	0.002	-0.007	0.025	0.000	0.014	0.000	0.000	-0.034	0.012	0.000	0.012	-0.004	-0.013
Layout	0.019	0.000	0.000	0.036	0.022	0.018	0.000	0.000	0.000	0.016	1.000	0.003	0.000	0.000	0.013	0.025	0.027	0.003	0.000	0.012	0.016	0.000	0.004	0.000	0.016	0.027	0.012	0.012	0.005	0.000	0.008	0.000	0.000	0.000	0.000	0.000
Longitude	0.000	0.000	-0.015	0.020	0.000	0.018	0.000	0.031	-0.003	-0.010	0.003	1.000	0.000	0.010	0.019	-0.007	0.034	0.011	0.000	0.000	0.000	0.000	-0.011	0.013	-0.019	0.009	0.000	0.000	0.000	0.013	-0.009	0.005	0.028	0.000	0.010	-0.002
Market	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.018	0.016	0.007	0.000	0.000	1.000	0.000	0.010	0.004	0.000	0.000	0.000	0.012	0.000	0.000	0.000	0.014	0.000	0.015	0.021	0.000	0.006	0.010	0.004	0.021	0.000	0.000	0.009	0.000
Most_Recent_Status	0.000	0.000	0.014	0.000	0.000	0.014	0.025	0.000	0.000	0.000	0.000	0.010	0.000	1.000	0.000	0.003	0.000	0.008	0.022	0.000	0.015	0.000	0.006	0.014	0.000	0.000	0.041	0.000	0.000	0.009	0.014	0.013	0.000	0.000	0.009	0.000
Neighborhood_Rating	0.000	0.000	0.000	0.000	0.000	0.000	0.042	0.010	0.000	0.000	0.013	0.019	0.010	0.000	1.000	0.000	0.013	0.000	0.000	0.005	0.000	0.000	0.014	0.000	0.000	0.021	0.000	0.000	0.001	0.000	0.009	0.009	0.000	0.007	0.000	0.000
Net_Yield	0.020	0.020	0.008	0.023	0.008	0.017	0.000	0.005	-0.014	0.010	0.025	-0.007	0.004	0.003	0.000	1.000	0.035	0.000	0.028	0.000	0.000	0.000	0.020	-0.001	-0.021	0.008	0.000	0.016	0.000	0.005	0.007	0.001	0.000	0.008	-0.017	0.009
Occupancy	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.027	0.034	0.000	0.000	0.013	0.035	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.017	0.007	0.000	0.000	0.000	0.000	0.044	0.028	0.017	0.000	0.000	0.024	0.033
Parking	0.000	0.000	0.024	0.000	0.018	0.017	0.000	0.013	0.007	0.000	0.003	0.011	0.000	0.008	0.000	0.000	0.000	1.000	0.000	0.020	0.000	0.002	0.000	0.021	0.006	0.031	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.027	0.000	0.000
Pool	0.008	0.000	0.008	0.000	0.026	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.022	0.000	0.028	0.000	0.000	1.000	0.000	0.001	0.025	0.000	0.007	0.000	0.015	0.000	0.016	0.000	0.000	0.027	0.000	0.016	0.000	0.000	0.000
Property_Type	0.000	0.007	0.000	0.000	0.009	0.000	0.000	0.020	0.000	0.000	0.012	0.000	0.012	0.000	0.005	0.000	0.000	0.020	0.000	1.000	0.011	0.015	0.000	0.010	0.000	0.014	0.000	0.000	0.000	0.010	0.000	0.011	0.000	0.000	0.000	0.000
Rent_Restricted	0.000	0.000	0.014	0.000	0.010	0.020	0.024	0.000	0.014	0.000	0.016	0.000	0.000	0.015	0.000	0.000	0.000	0.000	0.001	0.011	1.000	0.000	0.000	0.013	0.000	0.000	0.008	0.013	0.000	0.019	0.000	0.000	0.000	0.017	0.000	0.031
Reviewed_Status	0.008	0.000	0.000	0.000	0.000	0.000	0.027	0.036	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.025	0.015	0.000	1.000	0.008	0.009	0.009	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.009	0.007	0.000
SQFT_Basement	0.023	0.000	-0.010	0.041	0.013	0.009	0.000	0.000	-0.011	-0.000	0.004	-0.011	0.000	0.006	0.014	0.020	0.000	0.000	0.000	0.000	0.000	0.008	1.000	-0.005	-0.009	0.002	0.000	0.010	0.009	0.000	0.002	-0.018	0.000	0.000	-0.002	-0.003
SQFT_MU	0.000	0.000	0.004	0.000	0.016	0.000	0.000	0.031	0.003	0.002	0.000	0.013	0.014	0.014	0.000	-0.001	0.017	0.021	0.007	0.010	0.013	0.009	-0.005	1.000	-0.005	-0.005	0.031	0.000	0.030	0.005	0.005	0.010	0.000	0.009	-0.002	-0.002
SQFT_Total	0.021	0.000	0.004	0.000	0.009	0.000	0.000	0.012	0.008	-0.007	0.016	-0.019	0.000	0.000	0.000	-0.021	0.007	0.006	0.000	0.000	0.000	0.009	-0.009	-0.005	1.000	-0.002	0.030	0.000	0.018	0.011	0.001	-0.008	0.027	0.026	-0.006	-0.013
School_Average	0.000	0.000	-0.006	0.000	0.000	0.013	0.000	0.000	0.005	0.025	0.027	0.009	0.015	0.000	0.021	0.008	0.000	0.031	0.015	0.014	0.000	0.001	0.002	-0.005	-0.002	1.000	0.000	0.012	0.007	0.000	-0.001	-0.014	0.011	0.027	-0.016	0.011
Seller_Retained_Broker	0.000	0.000	0.000	0.021	0.000	0.000	0.000	0.000	0.013	0.000	0.012	0.000	0.021	0.041	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.031	0.030	0.000	1.000	0.000	0.012	0.013	0.000	0.016	0.000	0.006	0.000	0.000
Selling_Reason	0.004	0.010	0.000	0.000	0.022	0.000	0.000	0.000	0.000	0.014	0.012	0.000	0.000	0.000	0.000	0.016	0.000	0.000	0.016	0.000	0.013	0.000	0.010	0.000	0.000	0.012	0.000	1.000	0.000	0.000	0.000	0.000	0.006	0.000	0.000	0.000
Sewage	0.000	0.000	0.027	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.005	0.000	0.006	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.009	0.030	0.018	0.007	0.012	0.000	1.000	0.013	0.000	0.009	0.023	0.000	0.000	0.011
Source	0.000	0.018	0.000	0.000	0.000	0.000	0.020	0.000	0.009	0.000	0.000	0.013	0.010	0.009	0.000	0.005	0.044	0.000	0.000	0.010	0.019	0.000	0.000	0.005	0.011	0.000	0.013	0.000	0.013	1.000	0.004	0.000	0.027	0.019	0.019	0.001
Tax_Rate	0.000	0.000	-0.002	0.016	0.000	0.000	0.036	0.000	-0.009	-0.034	0.008	-0.009	0.004	0.014	0.009	0.007	0.028	0.000	0.027	0.000	0.000	0.000	0.002	0.005	0.001	-0.001	0.000	0.000	0.000	0.004	1.000	-0.004	0.023	0.000	0.011	0.001
Taxes	0.000	0.017	0.006	0.000	0.000	0.000	0.037	0.022	-0.011	0.012	0.000	0.005	0.021	0.013	0.009	0.001	0.017	0.000	0.000	0.011	0.000	0.000	-0.018	0.010	-0.008	-0.014	0.016	0.000	0.009	0.000	-0.004	1.000	0.000	0.000	0.012	0.001
Train	0.029	0.015	0.000	0.009	0.000	0.011	0.000	0.011	0.000	0.000	0.000	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.016	0.000	0.000	0.000	0.000	0.000	0.027	0.011	0.000	0.006	0.023	0.027	0.023	0.000	1.000	0.000	0.000	0.000
Water	0.013	0.000	0.000	0.002	0.016	0.000	0.000	0.000	0.041	0.012	0.000	0.000	0.000	0.000	0.007	0.008	0.000	0.027	0.000	0.000	0.017	0.009	0.000	0.009	0.026	0.027	0.006	0.000	0.000	0.019	0.000	0.000	0.000	1.000	0.000	0.020
Year_Built	0.011	0.000	0.003	0.000	0.002	0.012	0.019	0.000	-0.007	-0.004	0.000	0.010	0.009	0.009	0.000	-0.017	0.024	0.000	0.000	0.000	0.000	0.007	-0.002	-0.002	-0.006	-0.016	0.000	0.000	0.000	0.019	0.011	0.012	0.000	0.000	1.000	0.005
Zip	0.000	0.000	0.004	0.028	0.000	0.000	0.044	0.000	-0.002	-0.013	0.000	-0.002	0.000	0.000	0.000	0.009	0.033	0.000	0.000	0.000	0.031	0.000	-0.003	-0.002	-0.013	0.011	0.000	0.000	0.011	0.001	0.001	0.001	0.000	0.020	0.005	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	Property_Title	Address	Reviewed_Status	Most_Recent_Status	Source	Market	Occupancy	Flood	Street_Address	City	State	Zip	Property_Type	Highway	Train	Tax_Rate	SQFT_Basement	HTW	Pool	Commercial	Water	Sewage	Year_Built	SQFT_MU	SQFT_Total	Parking	Bed	Bath	BasementYesNo	Layout	Net_Yield	IRR	Rent_Restricted	Neighborhood_Rating	Latitude	Longitude	Subdivision	Taxes	Selling_Reason	Seller_Retained_Broker	Final_Reviewer	School_Average	Valuation	HOA	Rehab
0	875 Davis Overpass Suite 394, South Kathrynside, CO 35116	875 Davis Overpass Suite 394, South Kathrynside, CO 35116		Closed	Internal	Chicago	None	None	875 Davis Overpass Suite 394	South Kathrynside	CO	35116	SFR	Far	None	2.95	367	Yes	No	Yes	Well	City	1921	1110	5649	Street	2	3	None	Split	3.53	14.48	Yes	2	38.415818	-81.853842	Manors	6389	Downsizing	None	Jason Miller	9.09	[{'List_Price': 93528, 'Previous_Rent': 1699, 'ARV': 130693, 'Rent_Zestimate': 2047, 'Low_FMR': 1251, 'Redfin_Value': 379528}, {'List_Price': 281162, 'Zestimate': 522504, 'Expected_Rent': 2671, 'Low_FMR': 1306, 'High_FMR': 1859, 'Redfin_Value': 515319}, {'List_Price': 175119, 'Previous_Rent': 2188, 'Expected_Rent': 1386, 'Low_FMR': 1612}, {'List_Price': 168323, 'Zestimate': 192171, 'Expected_Rent': 3138, 'High_FMR': 5157}]	[{'HOA': 460, 'HOA_Flag': 'No'}, {'HOA': 476, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 66402, 'Rehab_Calculation': 54602, 'Paint': None, 'Flooring_Flag': 'No', 'Foundation_Flag': 'Yes', 'Roof_Flag': None, 'HVAC_Flag': None, 'Kitchen_Flag': None, 'Bathroom_Flag': None, 'Appliances_Flag': 'No', 'Windows_Flag': 'Yes', 'Landscaping_Flag': None, 'Trashout_Flag': 'No'}, {'Underwriting_Rehab': 20995, 'Rehab_Calculation': 67666, 'Paint': 'Yes', 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'Yes', 'Roof_Flag': 'No', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': None, 'Appliances_Flag': None, 'Windows_Flag': 'Yes', 'Landscaping_Flag': 'No', 'Trashout_Flag': 'No'}, {'Underwriting_Rehab': 64582, 'Rehab_Calculation': 68022, 'Paint': 'No', 'Flooring_Flag': None, 'Foundation_Flag': 'Yes', 'Roof_Flag': 'Yes', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': None, 'Windows_Flag': None, 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'No'}]
1	1159 Johnson Pass Apt. 567, South Jamesfurt, MN 60391	1159 Johnson Pass Apt. 567, South Jamesfurt, MN 60391	Reviewed	Cancelled	Auction.com	Dallas	None	Minimal Flood	1159 Johnson Pass Apt. 567	South Jamesfurt	MN	60391	Single Family Home	None	Far	1.75	284	Yes	None	None	City	Septic	1995	1184	5119	Driveway	2	2	None	Colonial	6.59	22.92	Yes	3	35.329786	-105.265714	Cliff	9321	None	None	Luis Garcia	7.71	[{'List_Price': 434027, 'Previous_Rent': 2955, 'ARV': 187554, 'Rent_Zestimate': 3324}, {'List_Price': 298991, 'Zestimate': 391125, 'ARV': 518260, 'Rent_Zestimate': 3082, 'Low_FMR': 1728, 'Redfin_Value': 458495}, {'List_Price': 247549, 'Previous_Rent': 2412}, {'List_Price': 225463, 'Rent_Zestimate': 2004, 'Redfin_Value': 360480}]	[{'HOA': 322, 'HOA_Flag': 'Yes'}, {'HOA': 219, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 57763, 'Rehab_Calculation': 30244, 'Paint': 'Yes', 'Flooring_Flag': 'No', 'Foundation_Flag': None, 'Roof_Flag': None, 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'No', 'Landscaping_Flag': 'No', 'Trashout_Flag': 'Yes'}]
2	9082 Anna Villages Apt. 511, Port Juanshire, VI 22393	9082 Anna Villages Apt. 511, Port Juanshire, VI 22393	Null	Null	Opendoor	Tampa	No	Flood Zone	9082 Anna Villages Apt. 511	Port Juanshire	VI	22393	Townhouse	None	Near	2.19	283	None	None	None	City	City	1952	2492	7606	Driveway	5	2	No	Ranch	5.24	21.17	None	3	36.793896	-77.250254	Square	9963	None	None	Samantha Pierce	6.04	[{'List_Price': 353402, 'Previous_Rent': 3478}, {'List_Price': 178184, 'Zestimate': 174118, 'Expected_Rent': 2455, 'Rent_Zestimate': 3964}, {'List_Price': 316094, 'Previous_Rent': 1855, 'ARV': 516300, 'Expected_Rent': 1577, 'Redfin_Value': 403597}]	[{'HOA': 242, 'HOA_Flag': 'Yes'}, {'HOA': 470, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 74265, 'Rehab_Calculation': 29580, 'Paint': None, 'Flooring_Flag': 'Yes', 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'No', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}, {'Underwriting_Rehab': 3134, 'Rehab_Calculation': 46819, 'Paint': 'No', 'Flooring_Flag': None, 'Foundation_Flag': 'No', 'Roof_Flag': 'Yes', 'HVAC_Flag': None, 'Kitchen_Flag': None, 'Bathroom_Flag': 'No', 'Appliances_Flag': 'No', 'Windows_Flag': 'Yes', 'Landscaping_Flag': None, 'Trashout_Flag': 'No'}]
3	86578 Lawson Park Suite 865, South Brianfurt, DC 90366	86578 Lawson Park Suite 865, South Brianfurt, DC 90366	Closed	Cancelled	M.L.S.		None	Flood Zone	86578 Lawson Park Suite 865	South Brianfurt	DC	90366	Duplex	Near	Far	3.39	1927	No	None	None	City	City	1937	2586	4822	None	1	2	No	Ranch	9.65	14.12	None	3	35.456811	-85.460902	Springs	2173	Job Transfer	None	Samantha Pierce	3.44	[{'List_Price': 149122, 'Previous_Rent': 3012, 'Zestimate': 230805, 'ARV': 437426, 'Redfin_Value': 291438}, {'List_Price': 375636, 'Rent_Zestimate': 3120, 'Low_FMR': 767, 'High_FMR': 3818}, {'List_Price': 278888, 'Previous_Rent': 3060, 'Zestimate': 441558, 'ARV': 144913, 'Expected_Rent': 3282, 'Rent_Zestimate': 3796, 'High_FMR': 4934}, {'List_Price': 268968, 'Zestimate': 388111, 'Rent_Zestimate': 946, 'Low_FMR': 1825}]	[{'HOA': 500, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 9019, 'Rehab_Calculation': 62585, 'Paint': None, 'Flooring_Flag': None, 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': None, 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'Yes', 'Windows_Flag': None, 'Landscaping_Flag': None, 'Trashout_Flag': None}, {'Underwriting_Rehab': 34292, 'Rehab_Calculation': 58712, 'Paint': None, 'Flooring_Flag': None, 'Foundation_Flag': 'Yes', 'Roof_Flag': None, 'HVAC_Flag': 'Yes', 'Kitchen_Flag': None, 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'No', 'Windows_Flag': 'Yes', 'Landscaping_Flag': None, 'Trashout_Flag': 'Yes'}, {'Underwriting_Rehab': 33314, 'Rehab_Calculation': 68060, 'Paint': None, 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'No', 'Roof_Flag': 'No', 'HVAC_Flag': None, 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'No', 'Windows_Flag': 'Yes', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}]
4	309 Roy Brook Apt. 282, Lake Scott, FL 84478	309 Roy Brook Apt. 282, Lake Scott, FL 84478	Closed	Cancelled	M.L.S.	Tampa	No	Flood Zone	309 Roy Brook Apt. 282	Lake Scott	FL	84478	Townhouse	Far	Near	2.20	1904	None	Yes	None	None	City	1991	1200	9191	Garage	5	4	Yes	Split	2.88	17.24	Yes	2	41.066408	-82.300397	Brooks	5985	Investor Sale	Yes	Priya Sharma	9.01	[{'List_Price': 362688, 'Previous_Rent': 2315, 'Rent_Zestimate': 909, 'High_FMR': 4101}]	[{'HOA': 197, 'HOA_Flag': 'Yes'}, {'HOA': 424, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 77074, 'Rehab_Calculation': 60444, 'Paint': 'Yes', 'Flooring_Flag': 'Yes', 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': None, 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'No', 'Appliances_Flag': None, 'Windows_Flag': 'Yes', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}, {'Underwriting_Rehab': 1951, 'Rehab_Calculation': 54708, 'Paint': 'No', 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'No', 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'Yes', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'No'}, {'Underwriting_Rehab': 2974, 'Rehab_Calculation': 7901, 'Paint': 'No', 'Flooring_Flag': None, 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': None, 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': 'No', 'Trashout_Flag': None}]
5	262 Smith Underpass Apt. 795, West Craig, MO 04888	262 Smith Underpass Apt. 795, West Craig, MO 04888	Null	Always Kick	Bulk	Tampa	Yes	Flood Zone	262 Smith Underpass Apt. 795	West Craig	MO	4888	Single Family Home	Near	None	2.40	315	Yes	None	Yes	None	City	1970	1368	3538	None	2	4	None	None	9.53	14.41	None	5	39.720854	-114.488908	Mountain	8242	Downsizing	None	Emily Patel	7.25	[{'List_Price': 310609, 'Previous_Rent': 3414, 'Expected_Rent': 985, 'Low_FMR': 1932, 'High_FMR': 2584}]	[]	[{'Underwriting_Rehab': 9761, 'Rehab_Calculation': 92143, 'Paint': 'No', 'Flooring_Flag': 'Yes', 'Foundation_Flag': None, 'Roof_Flag': 'Yes', 'HVAC_Flag': 'No', 'Kitchen_Flag': None, 'Bathroom_Flag': None, 'Appliances_Flag': None, 'Windows_Flag': 'Yes', 'Landscaping_Flag': None, 'Trashout_Flag': 'No'}, {'Underwriting_Rehab': 56240, 'Rehab_Calculation': 42308, 'Paint': 'No', 'Flooring_Flag': 'No', 'Foundation_Flag': 'No', 'Roof_Flag': 'Yes', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': None, 'Appliances_Flag': 'Yes', 'Windows_Flag': 'Yes', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}, {'Underwriting_Rehab': 78898, 'Rehab_Calculation': 10597, 'Paint': 'Yes', 'Flooring_Flag': 'No', 'Foundation_Flag': 'No', 'Roof_Flag': 'Yes', 'HVAC_Flag': None, 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': None, 'Appliances_Flag': None, 'Windows_Flag': 'Yes', 'Landscaping_Flag': None, 'Trashout_Flag': 'No'}]
6	1150 Horn Street, Lake Nicole, WA 53234	1150 Horn Street, Lake Nicole, WA 53234	Null	Null	MLS	Dalas	Yes	None	1150 Horn Street	Lake Nicole	WA	53234	SFR	Near	Near	2.88	1236	None	Yes	No	Well	City	1932	1318	5782	Garage	2	3	Yes	None	17.03	16.51	Yes	5	36.944830	-111.764591	Coves	2124	Job Transfer	Yes	Emily Patel	6.48	[{'List_Price': 216345, 'Rent_Zestimate': 3683, 'Low_FMR': 1182, 'High_FMR': 3108}]	[{'HOA': 413, 'HOA_Flag': 'No'}, {'HOA': 335, 'HOA_Flag': 'No'}]	[{'Underwriting_Rehab': 28084, 'Rehab_Calculation': 4988, 'Paint': None, 'Flooring_Flag': None, 'Foundation_Flag': 'Yes', 'Roof_Flag': 'Yes', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': None, 'Trashout_Flag': None}, {'Underwriting_Rehab': 66027, 'Rehab_Calculation': 92696, 'Paint': 'Yes', 'Flooring_Flag': None, 'Foundation_Flag': 'Yes', 'Roof_Flag': None, 'HVAC_Flag': None, 'Kitchen_Flag': None, 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': None, 'Trashout_Flag': 'No'}, {'Underwriting_Rehab': 87660, 'Rehab_Calculation': 18589, 'Paint': None, 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'No', 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}]
7	357 Huff Passage Apt. 252, Adkinsview, GU 91982	357 Huff Passage Apt. 252, Adkinsview, GU 91982	Closed		MLS		No	Flood Zone	357 Huff Passage Apt. 252	Adkinsview	GU	91982	Duplex	None	Far	1.57	1110	Yes	None	Yes	City	None	1997	2397	6253	Street	4	4	Yes	Split	6.08	15.27	None	4	33.458427	-110.240632	Mountains	2964	None	Yes	Jason Miller	5.41	[{'List_Price': 464598, 'ARV': 167610, 'Low_FMR': 1762, 'High_FMR': 4826}]	[{'HOA': 155, 'HOA_Flag': 'No'}]	[{'Underwriting_Rehab': 48739, 'Rehab_Calculation': 85873, 'Paint': 'No', 'Flooring_Flag': 'No', 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'No', 'Windows_Flag': 'Yes', 'Landscaping_Flag': 'No', 'Trashout_Flag': 'Yes'}, {'Underwriting_Rehab': 87969, 'Rehab_Calculation': 49852, 'Paint': 'Yes', 'Flooring_Flag': 'Yes', 'Foundation_Flag': None, 'Roof_Flag': 'Yes', 'HVAC_Flag': 'No', 'Kitchen_Flag': None, 'Bathroom_Flag': 'No', 'Appliances_Flag': None, 'Windows_Flag': None, 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'Yes'}]
8	48819 Morales Glen Suite 806, South Debra, PW 71480	48819 Morales Glen Suite 806, South Debra, PW 71480	Closed	Pend	Bulk	Dalas	None	Flood Zone	48819 Morales Glen Suite 806	South Debra	PW	71480	SFR	None	Far	1.61	1081	No	No	No	City	None	1948	1035	7209	Garage	5	4	Yes	Split	14.87	26.93	Yes	2	33.803862	-113.575636	Plain	5568	Downsizing	Yes	Priya Sharma	4.05	[{'List_Price': 310608, 'Rent_Zestimate': 1635, 'High_FMR': 2575, 'Redfin_Value': 542460}, {'List_Price': 264059, 'Previous_Rent': 1427, 'Low_FMR': 1145, 'High_FMR': 3217, 'Redfin_Value': 249455}, {'List_Price': 409356, 'ARV': 317540, 'Redfin_Value': 119766}, {'List_Price': 360356, 'Previous_Rent': 1508, 'Zestimate': 260767, 'ARV': 155968, 'High_FMR': 2242}]	[]	[{'Underwriting_Rehab': 88098, 'Rehab_Calculation': 45361, 'Paint': None, 'Flooring_Flag': 'No', 'Foundation_Flag': 'Yes', 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}, {'Underwriting_Rehab': 28401, 'Rehab_Calculation': 46332, 'Paint': 'Yes', 'Flooring_Flag': 'Yes', 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': None, 'Bathroom_Flag': None, 'Appliances_Flag': None, 'Windows_Flag': 'No', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'No'}, {'Underwriting_Rehab': 86130, 'Rehab_Calculation': 97149, 'Paint': 'No', 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'Yes', 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'Yes', 'Windows_Flag': None, 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'Yes'}]
9	53324 Erin Square Suite 256, Jasminshire, NM 55339	53324 Erin Square Suite 256, Jasminshire, NM 55339	Null	Available	Internal	Chicago	No	Minimal Flood	53324 Erin Square Suite 256	Jasminshire	NM	55339	Condo	Far	Near	1.14	967	No	None	No	Well	Septic	1920	2452	9947	None	6	2	No	Split	11.30	19.13	Yes	1	38.336720	-116.141318	Mount	8007	Job Transfer	Yes	Jessica Lin	6.68	[]	[{'HOA': 72, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 40549, 'Rehab_Calculation': 51230, 'Paint': 'Yes', 'Flooring_Flag': None, 'Foundation_Flag': None, 'Roof_Flag': None, 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'No'}, {'Underwriting_Rehab': 29086, 'Rehab_Calculation': 52210, 'Paint': 'Yes', 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'No', 'Roof_Flag': 'Yes', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'No', 'Appliances_Flag': None, 'Windows_Flag': None, 'Landscaping_Flag': 'No', 'Trashout_Flag': 'No'}, {'Underwriting_Rehab': 23550, 'Rehab_Calculation': 13969, 'Paint': 'No', 'Flooring_Flag': None, 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'No', 'Landscaping_Flag': None, 'Trashout_Flag': None}]

	Property_Title	Address	Reviewed_Status	Most_Recent_Status	Source	Market	Occupancy	Flood	Street_Address	City	State	Zip	Property_Type	Highway	Train	Tax_Rate	SQFT_Basement	HTW	Pool	Commercial	Water	Sewage	Year_Built	SQFT_MU	SQFT_Total	Parking	Bed	Bath	BasementYesNo	Layout	Net_Yield	IRR	Rent_Restricted	Neighborhood_Rating	Latitude	Longitude	Subdivision	Taxes	Selling_Reason	Seller_Retained_Broker	Final_Reviewer	School_Average	Valuation	HOA	Rehab
9990	63552 Robinson Shores Suite 521, Morrismouth, ID 32608	63552 Robinson Shores Suite 521, Morrismouth, ID 32608	Accepted Offer	Kick	M L S	Tampa	Yes	Flood Zone	63552 Robinson Shores Suite 521	Morrismouth	ID	32608	Townhouse	Near	Near	3.49	1330	None	No	No	None	None	1940	2917	5262	Street	6	3	Yes	Ranch	18.01	20.22	Yes	1	41.739126	-103.016625	Terrace	7768	Investor Sale	Yes	Amit Kumar	6.54	[{'List_Price': 296669, 'Previous_Rent': 2626, 'ARV': 122740, 'Expected_Rent': 3264, 'Rent_Zestimate': 3742, 'Low_FMR': 1757}, {'List_Price': 312434, 'Previous_Rent': 2637, 'Expected_Rent': 953, 'High_FMR': 3132}, {'List_Price': 126937, 'Zestimate': 163799, 'Expected_Rent': 3228}, {'List_Price': 135550, 'Rent_Zestimate': 972, 'Low_FMR': 1990}, {'List_Price': 273584, 'Rent_Zestimate': 1528, 'High_FMR': 4928}]	[{'HOA': 203, 'HOA_Flag': 'No'}, {'HOA': 331, 'HOA_Flag': 'No'}]	[{'Underwriting_Rehab': 45318, 'Rehab_Calculation': 18755, 'Paint': 'Yes', 'Flooring_Flag': 'No', 'Foundation_Flag': 'No', 'Roof_Flag': None, 'HVAC_Flag': None, 'Kitchen_Flag': 'No', 'Bathroom_Flag': None, 'Appliances_Flag': None, 'Windows_Flag': 'No', 'Landscaping_Flag': None, 'Trashout_Flag': 'No'}, {'Underwriting_Rehab': 38896, 'Rehab_Calculation': 67931, 'Paint': 'No', 'Flooring_Flag': 'No', 'Foundation_Flag': 'Yes', 'Roof_Flag': 'No', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': None, 'Bathroom_Flag': None, 'Appliances_Flag': None, 'Windows_Flag': 'No', 'Landscaping_Flag': 'No', 'Trashout_Flag': None}, {'Underwriting_Rehab': 6979, 'Rehab_Calculation': 5680, 'Paint': 'Yes', 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'Yes', 'Roof_Flag': None, 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'No', 'Appliances_Flag': None, 'Windows_Flag': None, 'Landscaping_Flag': 'No', 'Trashout_Flag': None}]
9991	907 Hayes Park Suite 196, North Amyside, CT 19471	907 Hayes Park Suite 196, North Amyside, CT 19471	Closed	Cancelled	Auction.com	Tampa	Yes	Flood Zone	907 Hayes Park Suite 196	North Amyside	CT	19471	Townhouse	Far	Far	2.81	1481	None	No	None	Well	City	2003	750	7526	Driveway	3	4	No	Split	12.73	19.76	None	3	34.800073	-98.536406	Stream	6176	None	No	Priya Sharma	4.62	[{'List_Price': 371262, 'ARV': 255590, 'Rent_Zestimate': 2996}, {'List_Price': 307132, 'Rent_Zestimate': 1074, 'Low_FMR': 1373, 'High_FMR': 4302}]	[{'HOA': 70, 'HOA_Flag': 'No'}, {'HOA': 492, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 85219, 'Rehab_Calculation': 98719, 'Paint': 'No', 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'Yes', 'Roof_Flag': None, 'HVAC_Flag': 'No', 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'Yes', 'Windows_Flag': None, 'Landscaping_Flag': None, 'Trashout_Flag': None}]
9992	29533 Rodriguez Fork Apt. 513, Lake Justin, MN 81252	29533 Rodriguez Fork Apt. 513, Lake Justin, MN 81252	Cancelled	Close	M.L.S.	Florida	Yes	None	29533 Rodriguez Fork Apt. 513	Lake Justin	MN	81252	Condo	None	None	2.69	472	Yes	Yes	None	None	City	1927	2613	3916	Street	1	3	Yes	Split	6.15	7.95	Yes	2	40.620316	-109.901719	Field	4602	Investor Sale	None	Emily Patel	3.93	[{'List_Price': 463853, 'Zestimate': 242359, 'Expected_Rent': 1508, 'Low_FMR': 938}, {'List_Price': 443843, 'ARV': 425532, 'Expected_Rent': 2846, 'Rent_Zestimate': 3289, 'High_FMR': 1481, 'Redfin_Value': 396776}, {'List_Price': 484171, 'Expected_Rent': 1483, 'High_FMR': 2246}, {'List_Price': 314606, 'Previous_Rent': 1763, 'Zestimate': 482338, 'Expected_Rent': 3198, 'Rent_Zestimate': 1482, 'Low_FMR': 722, 'High_FMR': 5456}]	[]	[{'Underwriting_Rehab': 55488, 'Rehab_Calculation': 63455, 'Paint': None, 'Flooring_Flag': 'Yes', 'Foundation_Flag': None, 'Roof_Flag': None, 'HVAC_Flag': None, 'Kitchen_Flag': None, 'Bathroom_Flag': 'No', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'No', 'Landscaping_Flag': 'No', 'Trashout_Flag': 'Yes'}, {'Underwriting_Rehab': 79907, 'Rehab_Calculation': 39755, 'Paint': 'No', 'Flooring_Flag': None, 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': None, 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': 'No', 'Trashout_Flag': 'Yes'}]
9993	80552 Watts Loaf Apt. 941, Lake Chris, MO 62638	80552 Watts Loaf Apt. 941, Lake Chris, MO 62638	Cancelled	Closed	Internal	Tampa	No	Minimal Flood	80552 Watts Loaf Apt. 941	Lake Chris	MO	62638	Condo	Far	None	1.46	1043	None	None	No	City	City	2003	597	8321	None	3	2	None	Colonial	3.26	22.74	No	5	37.958583	-103.838074	Bypass	4600	Investor Sale	None	Priya Sharma	9.73	[{'List_Price': 278307, 'Previous_Rent': 2181, 'Rent_Zestimate': 1149, 'Redfin_Value': 155137}, {'List_Price': 440833, 'ARV': 433607, 'Expected_Rent': 3116, 'Redfin_Value': 510090}, {'List_Price': 320157, 'Zestimate': 326099, 'ARV': 409348, 'Expected_Rent': 3370, 'Rent_Zestimate': 1553, 'High_FMR': 2518, 'Redfin_Value': 426274}, {'List_Price': 485516, 'Zestimate': 174707, 'Expected_Rent': 1764, 'Low_FMR': 761, 'High_FMR': 4063}]	[]	[{'Underwriting_Rehab': 98580, 'Rehab_Calculation': 11946, 'Paint': 'No', 'Flooring_Flag': 'No', 'Foundation_Flag': None, 'Roof_Flag': 'Yes', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}, {'Underwriting_Rehab': 15864, 'Rehab_Calculation': 27344, 'Paint': 'Yes', 'Flooring_Flag': 'No', 'Foundation_Flag': 'Yes', 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': None, 'Trashout_Flag': 'Yes'}, {'Underwriting_Rehab': 87938, 'Rehab_Calculation': 47288, 'Paint': None, 'Flooring_Flag': 'No', 'Foundation_Flag': 'Yes', 'Roof_Flag': 'No', 'HVAC_Flag': None, 'Kitchen_Flag': None, 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'Yes', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'Yes'}]
9994	892 Reid Route, Port Sarah, VA 72701	892 Reid Route, Port Sarah, VA 72701	Reviewed	Kick	M.L.S.	Florida	No	Flood Zone	892 Reid Route	Port Sarah	VA	72701	Condo	Near	Near	1.37	648	None	None	None	Well	Septic	1950	2412	5974	Garage	3	3	None	Split	13.37	12.85	Yes	5	40.190785	-100.198377	Centers	5084	Investor Sale	None	Jason Miller	3.09	[]	[{'HOA': 201, 'HOA_Flag': 'No'}, {'HOA': 5, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 12180, 'Rehab_Calculation': 19369, 'Paint': None, 'Flooring_Flag': None, 'Foundation_Flag': 'Yes', 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'No', 'Windows_Flag': 'No', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'Yes'}, {'Underwriting_Rehab': 48037, 'Rehab_Calculation': 76810, 'Paint': None, 'Flooring_Flag': 'Yes', 'Foundation_Flag': None, 'Roof_Flag': 'Yes', 'HVAC_Flag': 'No', 'Kitchen_Flag': None, 'Bathroom_Flag': None, 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'Yes'}]
9995	139 Fisher Spur, North Brandon, WA 23114	139 Fisher Spur, North Brandon, WA 23114	Offered	Pending	Bulk	Chicgo	No	None	139 Fisher Spur	North Brandon	WA	23114	Single Family Home	None	Near	3.34	773	None	None	No	Well	Septic	2014	2558	6372	None	4	4	Yes	Colonial	17.28	24.05	Yes	5	41.585551	-84.880198	Curve	4822	None	Yes	David Thompson	3.08	[{'List_Price': 408947, 'High_FMR': 5480}, {'List_Price': 366647, 'ARV': 173130, 'Expected_Rent': 3316, 'Low_FMR': 972, 'High_FMR': 2061}, {'List_Price': 275256, 'Zestimate': 190338, 'ARV': 141971, 'Expected_Rent': 2406, 'Redfin_Value': 242447}]	[{'HOA': 417, 'HOA_Flag': 'No'}]	[{'Underwriting_Rehab': 49365, 'Rehab_Calculation': 87913, 'Paint': 'No', 'Flooring_Flag': 'Yes', 'Foundation_Flag': None, 'Roof_Flag': None, 'HVAC_Flag': 'No', 'Kitchen_Flag': None, 'Bathroom_Flag': 'No', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': 'No', 'Trashout_Flag': 'Yes'}, {'Underwriting_Rehab': 6954, 'Rehab_Calculation': 70817, 'Paint': None, 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'No', 'Roof_Flag': None, 'HVAC_Flag': 'No', 'Kitchen_Flag': None, 'Bathroom_Flag': 'No', 'Appliances_Flag': None, 'Windows_Flag': None, 'Landscaping_Flag': None, 'Trashout_Flag': None}, {'Underwriting_Rehab': 46397, 'Rehab_Calculation': 71455, 'Paint': None, 'Flooring_Flag': 'No', 'Foundation_Flag': 'Yes', 'Roof_Flag': 'No', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': None, 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'No', 'Landscaping_Flag': None, 'Trashout_Flag': 'No'}]
9996	275 Gutierrez Views, Lake Victoria, WY 63275	275 Gutierrez Views, Lake Victoria, WY 63275	Reviewed	Close	M L S	Dalas	Yes	Flood Zone	275 Gutierrez Views	Lake Victoria	WY	63275	Duplex	Near	None	3.18	1440	None	None	Yes	None	Septic	2001	2177	5690	None	2	2	None	Colonial	10.41	17.38	No	4	34.402968	-112.249250	Field	4850	None	None	Sophia Williams	9.88	[{'List_Price': 183622, 'Previous_Rent': 1938, 'ARV': 399912, 'Rent_Zestimate': 3914, 'Low_FMR': 1996, 'High_FMR': 1969}, {'List_Price': 276522, 'Previous_Rent': 953, 'Rent_Zestimate': 3870, 'Low_FMR': 1154, 'Redfin_Value': 585631}, {'List_Price': 241438, 'Previous_Rent': 2598, 'Low_FMR': 1818, 'Redfin_Value': 161831}]	[{'HOA': 103, 'HOA_Flag': 'No'}, {'HOA': 334, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 29448, 'Rehab_Calculation': 16528, 'Paint': 'No', 'Flooring_Flag': 'No', 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'No', 'Windows_Flag': 'No', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}, {'Underwriting_Rehab': 61695, 'Rehab_Calculation': 89482, 'Paint': 'No', 'Flooring_Flag': 'No', 'Foundation_Flag': 'No', 'Roof_Flag': 'No', 'HVAC_Flag': None, 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'Yes', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'No', 'Landscaping_Flag': None, 'Trashout_Flag': 'Yes'}]
9997	341 Vanessa Harbor, North Melissa, CT 39313	341 Vanessa Harbor, North Melissa, CT 39313	Null	Always Kick	Bulk	Tampa	None	Flood Zone	341 Vanessa Harbor	North Melissa	CT	39313	Single Family Home	Far	Near	2.94	1900	None	Yes	No	Well	Septic	2003	1079	8538	Street	2	3	No	Split	13.49	12.07	No	4	39.496975	-103.962353	Junction	8370	None	Yes	Jason Miller	7.74	[{'List_Price': 477121, 'Zestimate': 215341, 'Expected_Rent': 1161, 'Rent_Zestimate': 1546, 'Low_FMR': 1054}, {'List_Price': 159043, 'Previous_Rent': 2011, 'Zestimate': 456135, 'ARV': 112129, 'Expected_Rent': 2921, 'Low_FMR': 926}]	[]	[{'Underwriting_Rehab': 63941, 'Rehab_Calculation': 82902, 'Paint': 'Yes', 'Flooring_Flag': None, 'Foundation_Flag': None, 'Roof_Flag': 'No', 'HVAC_Flag': 'Yes', 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'No', 'Appliances_Flag': None, 'Windows_Flag': 'No', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}]
9998	78647 Brittany Village, North Ethanborough, NY 21362	78647 Brittany Village, North Ethanborough, NY 21362	Offered	Cancel	MLS	Chicago	None	Minimal Flood	78647 Brittany Village	North Ethanborough	NY	21362	Single Family Home	Near	Near	1.28	570	None	No	No	City	None	2006	599	6561	Garage	1	3	None	None	2.65	19.47	None	1	41.295438	-104.227932	Locks	9005	Investor Sale	No	Samantha Pierce	6.62	[{'List_Price': 137917, 'Previous_Rent': 2079, 'ARV': 260738, 'Expected_Rent': 2762, 'Rent_Zestimate': 2318, 'Low_FMR': 884}, {'List_Price': 154755, 'Zestimate': 232506, 'Redfin_Value': 134958}, {'List_Price': 427393, 'ARV': 287444, 'Rent_Zestimate': 1640, 'Redfin_Value': 166012}]	[{'HOA': 461, 'HOA_Flag': 'Yes'}, {'HOA': 469, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 34520, 'Rehab_Calculation': 2731, 'Paint': None, 'Flooring_Flag': None, 'Foundation_Flag': 'Yes', 'Roof_Flag': None, 'HVAC_Flag': 'No', 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': 'Yes', 'Trashout_Flag': None}, {'Underwriting_Rehab': 77901, 'Rehab_Calculation': 32822, 'Paint': 'Yes', 'Flooring_Flag': None, 'Foundation_Flag': 'No', 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'Yes', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'No', 'Landscaping_Flag': 'No', 'Trashout_Flag': 'Yes'}, {'Underwriting_Rehab': 5961, 'Rehab_Calculation': 26625, 'Paint': 'Yes', 'Flooring_Flag': 'Yes', 'Foundation_Flag': 'Yes', 'Roof_Flag': 'Yes', 'HVAC_Flag': None, 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'Yes', 'Windows_Flag': 'No', 'Landscaping_Flag': 'Yes', 'Trashout_Flag': 'Yes'}]
9999	5461 Nichols Throughway, East Crystalborough, UT 08497	5461 Nichols Throughway, East Crystalborough, UT 08497	Cancelled	Cancelled	M L S	Tampa	Yes	Flood Zone	5461 Nichols Throughway	East Crystalborough	UT	8497	Single Family Home	Far	Far	3.39	1981	No	No	Yes	Well	Septic	1956	1544	7343	Garage	4	1	No	Colonial	5.46	28.37	No	3	38.546763	-80.907870	Light	5199	Downsizing	Yes	Emily Patel	3.73	[]	[{'HOA': 18, 'HOA_Flag': 'No'}, {'HOA': 170, 'HOA_Flag': 'Yes'}]	[{'Underwriting_Rehab': 55645, 'Rehab_Calculation': 16508, 'Paint': None, 'Flooring_Flag': None, 'Foundation_Flag': 'Yes', 'Roof_Flag': 'No', 'HVAC_Flag': 'No', 'Kitchen_Flag': 'No', 'Bathroom_Flag': 'No', 'Appliances_Flag': 'No', 'Windows_Flag': None, 'Landscaping_Flag': None, 'Trashout_Flag': 'No'}]

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